diff --git a/Week1/databases/connectDatabase.js b/Week1/databases/connectDatabase.js
new file mode 100644
index 000000000..548df47de
--- /dev/null
+++ b/Week1/databases/connectDatabase.js
@@ -0,0 +1,22 @@
+import pkg from 'pg';
+const { Client } = pkg;
+
+// Reusable function for connecting
+export async function connectDB() {
+  const client = new Client({
+    user: 'hyfuser',
+    host: 'localhost',
+    database: 'world',      
+    password: 'hyfpassword', 
+    port: 5432,
+  });
+
+  try {
+    await client.connect();
+    console.log(`Connected to database: ${client.database}`);
+    return client;  // return client so queries can be made outside
+  } catch (error) {
+    console.error('Connection error:', error);
+    throw error;
+  }
+}
\ No newline at end of file
diff --git a/Week1/databases/setupMeetup.js b/Week1/databases/setupMeetup.js
new file mode 100644
index 000000000..bb548e812
--- /dev/null
+++ b/Week1/databases/setupMeetup.js
@@ -0,0 +1,102 @@
+import pkg from 'pg';
+const { Client } = pkg;
+
+// Connect to default "postgres" database to create/drop meetup
+const defaultClient = new Client({
+  user: 'hyfuser',
+  host: 'localhost',
+  database: 'postgres',    // connect to default DB first
+  password: 'hyfpassword', // update this
+  port: 5432,
+});
+
+async function setupDatabase() {
+  try {
+    await defaultClient.connect();
+
+    // Drop and create the meetup database
+    await defaultClient.query(`DROP DATABASE IF EXISTS meetup;`);
+    await defaultClient.query(`CREATE DATABASE meetup;`);
+    console.log('Database "meetup" created.');
+
+    await defaultClient.end();
+
+    // Connect to the newly created meetup database
+    const client = new Client({
+      user: 'hyfuser',
+      host: 'localhost',
+      database: 'meetup',
+      password: 'hyfpassword', // update this
+      port: 5432,
+    });
+    await client.connect();
+
+    // Create tables
+    await client.query(`
+      CREATE TABLE Invitee (
+        invitee_no INT,
+        invitee_name VARCHAR(100),
+        invited_by VARCHAR(100)
+      );
+    `);
+
+    await client.query(`
+      CREATE TABLE Room (
+        room_no INT,
+        room_name VARCHAR(64),
+        floor_number INT
+      );
+    `);
+
+    await client.query(`
+      CREATE TABLE Meeting (
+        meeting_no INT,
+        meeting_title VARCHAR(64),
+        starting_time TIMESTAMP,
+        ending_time TIMESTAMP,
+        room_no INT
+      );
+    `);
+
+    console.log('Tables created.');
+
+    // Insert sample rows
+    await client.query(`
+      INSERT INTO Invitee (invitee_no, invitee_name, invited_by) VALUES
+      (1, 'Alice Johnson', 'Bob Smith'),
+      (2, 'Bob Smith', 'Carol White'),
+      (3, 'Carol White', 'David Lee'),
+      (4, 'David Lee', 'Alice Johnson'),
+      (5, 'Eve Brown', 'Bob Smith');
+    `);
+
+    await client.query(`
+      INSERT INTO Room (room_no, room_name, floor_number) VALUES
+      (101, 'Blue Room', 1),
+      (102, 'Green Room', 1),
+      (201, 'Yellow Room', 2),
+      (202, 'Red Room', 2),
+      (301, 'Conference Hall', 3);
+    `);
+
+    await client.query(`
+      INSERT INTO Meeting (meeting_no, meeting_title, starting_time, ending_time, room_no) VALUES
+      (1, 'Project Kickoff', '2025-09-01 09:00:00', '2025-09-01 10:00:00', 101),
+      (2, 'Design Review', '2025-09-02 11:00:00', '2025-09-02 12:30:00', 102),
+      (3, 'Team Standup', '2025-09-03 09:30:00', '2025-09-03 10:00:00', 201),
+      (4, 'Client Presentation', '2025-09-04 14:00:00', '2025-09-04 15:30:00', 202),
+      (5, 'Retrospective', '2025-09-05 16:00:00', '2025-09-05 17:00:00', 301);
+    `);
+
+    console.log('Data inserted.');
+
+    await client.end();
+    console.log('Setup complete.');
+
+  } catch (err) {
+    console.error('Error:', err);
+    await defaultClient.end();
+  }
+}
+
+setupDatabase();
\ No newline at end of file
diff --git a/Week1/databases/world.sql b/Week1/databases/world.sql
index 782957656..6644b78d1 100644
--- a/Week1/databases/world.sql
+++ b/Week1/databases/world.sql
@@ -8,9 +8,9 @@
 SET standard_conforming_strings = on;
 
 -- Connect to the world database or create it
--- DROP DATABASE IF EXISTS world; -- Uncomment if needed
--- CREATE DATABASE world;
--- \c world;
+DROP DATABASE IF EXISTS world; -- Uncomment if needed
+CREATE DATABASE world;
+\c world;
 
 BEGIN;
 
diff --git a/Week1/databases/worldStats.js b/Week1/databases/worldStats.js
new file mode 100644
index 000000000..99dc6a8e3
--- /dev/null
+++ b/Week1/databases/worldStats.js
@@ -0,0 +1,94 @@
+import { connectDB } from './connectDatabase.js';
+
+async function DbQueries() {
+  const client = await connectDB();
+  try {
+    // 1. What are the names of countries with population greater than 8 million?
+    const result1 = await client.query(`
+      SELECT name
+      FROM country 
+      WHERE population > 8000000;
+    `);
+    console.log('Countries with population more than 8M:', result1.rows);
+
+    // 2. What are the names of countries that have "land" in their names?
+    const result2 = await client.query(`
+      SELECT name 
+      FROM country 
+      WHERE name ILIKE '%land%';
+    `);
+    console.log('Countries with "land" in their names:', result2.rows);
+    
+    // 3. What are the names of the cities with population in between 500,000 and 1 million?
+    const result3 = await client.query(`
+        SELECT name
+        FROM CITY
+        WHERE population BETWEEN 500000 AND 1000000;
+        `)
+        console.log('Cities with population between 500,000 and 1 million:', result3.rows);
+        
+    // 4. What's the name of all the countries on the continent 'Europe'?
+    const result4 = await client.query(`
+        SELECT name
+        FROM country
+        WHERE continent = 'Europe'
+        `)
+        console.log('Countries in Europe continent:', result4.rows)
+
+    // 5. List all the countries in the descending order of their surface areas.
+        const result5 = await client.query(`
+            SELECT name
+            FROM country
+            ORDER BY surfacearea DESC
+            `)
+        console.log('countries in the descending order of their surface areas:', result5.rows)
+
+    // 6. What are the names of all the cities in the Netherlands?
+        const result6 = await client.query(`
+            SELECT name
+            FROM city
+            WHERE countrycode = 'NLD'
+            `)
+            console.log('All cities in the Netherlands:', result6.rows)
+
+    // 7. What is the population of Rotterdam?
+        const result7 = await client.query(`
+            SELECT population
+            FROM city
+            WHERE name = 'Rotterdam'
+            `)
+            console.log('Population of Rotterdam is:', result7.rows)
+
+    // 8. What's the top 10 countries by Surface Area?
+        const result8 = await client.query(`
+            SELECT name
+            FROM country
+            ORDER BY surfacearea DESC
+            LIMIT 10
+            `)
+            console.log('Top 10 countries by Surface Area:', result8.rows)
+
+    // 9. What's the top 10 most populated cities?
+        const result9 = await client.query(`
+            SELECT name
+            FROM city
+            ORDER BY population DESC
+            LIMIT 10;
+            `)
+            console.log('Top 10 most populated cities:', result9.rows)
+
+    // 10. What is the population number of the world?
+        const result10 = await client.query(`
+            SELECT SUM(population)
+            FROM country
+            `)
+            console.log('The population number of the world is:', result10.rows)
+  } catch (err) {
+    console.error('Error running queries:', err);
+  } finally {
+    await client.end();
+    console.log('Connection closed.');
+  }
+}
+
+DbQueries();
\ No newline at end of file
diff --git a/Week2/assignment/.gitignore b/Week2/assignment/.gitignore
new file mode 100644
index 000000000..65a5c065d
--- /dev/null
+++ b/Week2/assignment/.gitignore
@@ -0,0 +1,6 @@
+node_modules/
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+.DS_Store
\ No newline at end of file
diff --git a/Week2/assignment/README.md b/Week2/assignment/README.md
new file mode 100644
index 000000000..7875aef35
--- /dev/null
+++ b/Week2/assignment/README.md
@@ -0,0 +1,11 @@
+# Week 2 Assignment
+
+## Quick Setup
+
+1. Install dependencies:
+   ```bash
+   npm install
+
+2. Run one command: 
+   ```bash
+   node main.js
\ No newline at end of file
diff --git a/Week2/assignment/connectDatabase.js b/Week2/assignment/connectDatabase.js
new file mode 100644
index 000000000..14dd6cdc4
--- /dev/null
+++ b/Week2/assignment/connectDatabase.js
@@ -0,0 +1,37 @@
+import pkg from 'pg';
+const { Client } = pkg;
+
+export async function setupDatabase(dropAndCreate = false) {
+  // Connect to default database
+  const defaultClient = new Client({
+    user: 'hyfuser',
+    host: 'localhost',
+    database: 'postgres',
+    password: 'hyfpassword',
+    port: 5432,
+  });
+
+  await defaultClient.connect();
+  console.log('Connected to default database.');
+
+  if (dropAndCreate) {
+    await defaultClient.query(`DROP DATABASE IF EXISTS research_db;`);
+    await defaultClient.query(`CREATE DATABASE research_db;`);
+    console.log('Database "research_db" created.');
+  }
+
+  await defaultClient.end();
+
+  // Connect to research_db
+  const client = new Client({
+    user: 'hyfuser',
+    host: 'localhost',
+    database: 'research_db',
+    password: 'hyfpassword',
+    port: 5432,
+  });
+
+  await client.connect();
+  console.log('Connected to "research_db".');
+  return client;
+}
\ No newline at end of file
diff --git a/Week2/assignment/exercise1_keys.js b/Week2/assignment/exercise1_keys.js
new file mode 100644
index 000000000..ec04bfec4
--- /dev/null
+++ b/Week2/assignment/exercise1_keys.js
@@ -0,0 +1,48 @@
+import { setupDatabase } from './connectDatabase.js';
+
+// Create authors table
+  async function createAuthorsTable() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`
+      CREATE TABLE IF NOT EXISTS authors (
+        author_id SERIAL PRIMARY KEY,
+        author_name VARCHAR(100),
+        university VARCHAR(100),
+        date_of_birth DATE,
+        h_index INT,
+        gender VARCHAR(10)
+      );
+    `);
+    console.log('Table "authors" created successfully!');
+  } catch (error) {
+    console.error('Error creating table:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+// Add mentor column
+  async function addMentorColumn() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`
+      ALTER TABLE authors
+      ADD COLUMN mentor INT REFERENCES authors(author_id);
+    `);
+    console.log('Column "mentor" added successfully!');
+  } catch (error) {
+    console.error('Error adding mentor column:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+export async function main1() {
+  // Drop & recreate database for a fresh start
+  const client1 = await setupDatabase(true);
+  await client1.end();
+  await createAuthorsTable();
+  await addMentorColumn();
+  console.log('3.1. Exercise 1: Keys completed successfully!');
+}
\ No newline at end of file
diff --git a/Week2/assignment/exercise2_relationships.js b/Week2/assignment/exercise2_relationships.js
new file mode 100644
index 000000000..a8bf2dbd7
--- /dev/null
+++ b/Week2/assignment/exercise2_relationships.js
@@ -0,0 +1,175 @@
+import { setupDatabase } from './connectDatabase.js';
+
+// Create research_papers table
+async function createResearchPapersTable() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`
+      CREATE TABLE IF NOT EXISTS research_papers (
+        paper_id SERIAL PRIMARY KEY,
+        paper_title VARCHAR(200),
+        conference VARCHAR(100),
+        publish_date DATE
+      );
+    `);
+    console.log('Table "research_papers" created successfully!');
+
+// Create authors_papers table
+    await client.query(`
+      CREATE TABLE IF NOT EXISTS authors_papers (
+        author_id INT REFERENCES authors(author_id),
+        paper_id INT REFERENCES research_papers(paper_id),
+        PRIMARY KEY (author_id, paper_id)
+      );
+    `);
+    console.log('Table "authors_papers" created successfully!');
+  } catch (error) {
+    console.error('Error creating tables:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+// Insert authors data
+async function insertAuthorsData() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`
+      INSERT INTO authors (author_name, university, date_of_birth, h_index, gender) VALUES
+      ('Alice Johnson', 'MIT', '1980-05-12', 45, 'F'),
+      ('Bob Smith', 'Stanford', '1975-09-23', 50, 'M'),
+      ('Clara Lee', 'Harvard', '1985-02-10', 38, 'F'),
+      ('David Brown', 'Oxford', '1970-07-15', 60, 'M'),
+      ('Eva Green', 'Cambridge', '1982-12-01', 42, 'F'),
+      ('Frank White', 'ETH Zurich', '1978-11-30', 47, 'M'),
+      ('Grace Kim', 'Seoul National', '1986-04-18', 33, 'F'),
+      ('Henry Zhao', 'Tsinghua', '1979-06-05', 52, 'M'),
+      ('Isabella Rossi', 'Polimi', '1983-08-20', 40, 'F'),
+      ('Jack Wilson', 'Toronto', '1976-10-28', 49, 'M'),
+      ('Karen Müller', 'TU Munich', '1981-03-12', 41, 'F'),
+      ('Liam O''Connor', 'Trinity Dublin', '1984-09-09', 39, 'M'),
+      ('Maria Lopez', 'UP Madrid', '1977-11-21', 46, 'F'),
+      ('Noah Andersson', 'KTH Sweden', '1980-01-25', 44, 'M'),
+      ('Olivia Dubois', 'Sorbonne', '1987-02-14', 32, 'F');
+    `);
+    console.log('Inserted successfully into "authors"!');
+  } catch (error) {
+    console.error('Error inserting authors:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+// Assign mentors
+async function assignMentorsData() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`UPDATE authors SET mentor = 15 WHERE author_id IN (1,2);`);
+    await client.query(`UPDATE authors SET mentor = 14 WHERE author_id IN (3,4);`);
+    await client.query(`UPDATE authors SET mentor = 13 WHERE author_id IN (5,6);`);
+    await client.query(`UPDATE authors SET mentor = 12 WHERE author_id IN (7,8);`);
+    await client.query(`UPDATE authors SET mentor = 11 WHERE author_id IN (9,10);`);
+    await client.query(`UPDATE authors SET mentor = 10 WHERE author_id IN (11,15);`);
+    await client.query(`UPDATE authors SET mentor = 9 WHERE author_id IN (13,14);`);
+    await client.query(`UPDATE authors SET mentor = NULL WHERE author_id IN (12);`);
+
+    console.log('Mentors assigned to "authors" table successfully!');
+  } catch (error) {
+    console.error('Error assigning mentors:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+// Insert research_papers table data
+async function insertResearchPapersData() {
+  const client = await setupDatabase();
+  try {
+    await client.query(`
+      INSERT INTO research_papers (paper_title, conference, publish_date) VALUES
+      ('AI in Healthcare', 'NeurIPS', '2020-12-01'),
+      ('Quantum Computing Basics', 'QCS', '2019-06-15'),
+      ('Blockchain and Security', 'IEEE', '2021-03-20'),
+      ('Machine Learning Trends', 'ICML', '2022-07-10'),
+      ('Data Privacy', 'CCS', '2020-09-25'),
+      ('Robotics Advances', 'IROS', '2021-11-12'),
+      ('Natural Language Processing', 'ACL', '2022-05-18'),
+      ('Autonomous Vehicles', 'CVPR', '2019-08-08'),
+      ('Cloud Computing', 'ACM', '2020-02-14'),
+      ('Cybersecurity Challenges', 'Usenix', '2021-12-03'),
+      ('Deep Learning Applications', 'NeurIPS', '2022-01-20'),
+      ('IoT Innovations', 'IEEE', '2019-04-17'),
+      ('Augmented Reality', 'SIGGRAPH', '2021-07-09'),
+      ('Big Data Analytics', 'KDD', '2020-10-11'),
+      ('Software Engineering Trends', 'ICSE', '2022-03-05'),
+      ('Genomics and AI', 'Nature', '2021-05-25'),
+      ('Smart Cities', 'IEEE', '2020-11-30'),
+      ('Edge Computing', 'ACM', '2021-08-15'),
+      ('Human-Computer Interaction', 'CHI', '2019-09-20'),
+      ('Reinforcement Learning', 'ICML', '2022-06-14'),
+      ('Computer Vision', 'CVPR', '2021-02-28'),
+      ('Neural Networks Optimization', 'NeurIPS', '2020-03-12'),
+      ('Virtual Reality', 'SIGGRAPH', '2022-04-18'),
+      ('Database Systems', 'VLDB', '2019-12-01'),
+      ('Bioinformatics', 'ISMB', '2021-09-10'),
+      ('Graph Algorithms', 'STOC', '2020-07-07'),
+      ('Energy-efficient Computing', 'GreenCom', '2021-06-21'),
+      ('Deep Reinforcement Learning', 'ICLR', '2022-01-15'),
+      ('Social Network Analysis', 'WWW', '2020-05-30'),
+      ('AI Ethics', 'AAAI', '2021-10-12');
+    `);
+    console.log('Inserted successfully into "research_papers" table!');
+
+// Insert authors_papers links
+    await client.query(`
+      INSERT INTO authors_papers (author_id, paper_id) VALUES
+      (1, 1), (2, 1),
+      (3, 2), (4, 2),
+      (5, 3),
+      (6, 4), (7, 4), (8, 4),
+      (9, 5), (10, 5),
+      (11, 6), (12, 6), (13, 6),
+      (14, 7),
+      (1, 8),
+      (2, 9), (3, 9),
+      (4, 10), (5, 10),
+      (6, 11), (7, 11),
+      (8, 12),
+      (9, 13), (10, 13),
+      (11, 14), (12, 14),
+      (13, 15),
+      (14, 16),
+      (1, 17),
+      (2, 18), (3, 18),
+      (4, 19),
+      (5, 20), (6, 20),
+      (7, 21),
+      (8, 22), (9, 22),
+      (10, 23),
+      (11, 24), (12, 24),
+      (13, 25),
+      (14, 26),
+      (1, 27),
+      (2, 28), (3, 28),
+      (4, 29),
+      (5, 30);
+    `);
+    console.log('Inserted successfully into "authors_papers" table!');
+  } catch (error) {
+    console.error('Error inserting research data:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+export async function main2() {
+  const client1 = await setupDatabase();
+  await client1.end();
+
+  await insertAuthorsData();
+  await assignMentorsData();
+  await createResearchPapersTable();
+  await insertResearchPapersData();
+
+  console.log('Exercise 2: Relationships completed successfully!');
+}
\ No newline at end of file
diff --git a/Week2/assignment/exercise3_joins.js b/Week2/assignment/exercise3_joins.js
new file mode 100644
index 000000000..cf2799ea2
--- /dev/null
+++ b/Week2/assignment/exercise3_joins.js
@@ -0,0 +1,49 @@
+import { setupDatabase } from './connectDatabase.js';
+
+// Query authors and their mentors
+export async function authorsAndMentors() {
+  const client = await setupDatabase();
+  try {
+   const result1 = await client.query(`
+    SELECT a.author_name AS author,
+           m.author_name AS mentor
+    FROM authors AS a
+    INNER JOIN authors AS m
+           ON a.mentor = m.author_id;
+    `);
+    console.log('Successful query!', result1.rows);
+  } catch (error) {
+    console.error('Error querying tables:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+// Query authors with publications
+export async function authorsWithPublications() {
+  const client = await setupDatabase();
+  try {
+    const result2 = await client.query(`
+      SELECT a.*, rp.paper_title
+      FROM authors AS a
+      LEFT JOIN authors_papers AS ap
+        ON a.author_id = ap.author_id
+      LEFT JOIN research_papers AS rp
+        ON ap.paper_id = rp.paper_id;
+    `);
+    console.log('Successful query!', result2.rows);
+  } catch (error) {
+    console.error('Error querying tables:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+export async function main3() {
+  const client1 = await setupDatabase();
+  await client1.end();
+
+  await authorsAndMentors();
+  await authorsWithPublications();
+  console.log('Exercise 3: Joins completed successfully!');
+}
\ No newline at end of file
diff --git a/Week2/assignment/exercise4_aggregates.js b/Week2/assignment/exercise4_aggregates.js
new file mode 100644
index 000000000..61796936f
--- /dev/null
+++ b/Week2/assignment/exercise4_aggregates.js
@@ -0,0 +1,70 @@
+import { setupDatabase } from './connectDatabase.js';
+
+// query aggregates
+async function queryAggregates() {
+  const client = await setupDatabase();
+  try{
+  const result1 = await client.query(`
+      -- 1. All research papers and the number of authors that wrote each paper
+      SELECT rp.paper_title, COUNT(ap.author_id) AS num_authors
+      FROM authors_papers ap
+      INNER JOIN research_papers rp
+          ON ap.paper_id = rp.paper_id
+      GROUP BY rp.paper_title
+      ORDER BY num_authors DESC;
+    `);
+  console.log('Successful query!', result1.rows);
+
+  const result2 = await client.query(`
+      -- 2. Sum of the research papers published by all female authors
+      SELECT COUNT(ap.paper_id) AS total_papers_female
+      FROM authors a
+      INNER JOIN authors_papers ap
+          ON a.author_id = ap.author_id
+      WHERE a.gender = 'F';
+    `);
+  console.log('Successful query!', result2.rows);
+
+  const result3 = await client.query(`
+      -- 3. Average of the h-index of all authors per university
+      SELECT a.university, AVG(a.h_index) AS avg_h_index
+      FROM authors AS a
+      GROUP BY a.university
+      ORDER BY avg_h_index DESC;
+    `);
+  console.log('Successful query!', result3.rows);
+
+  const result4 = await client.query(`
+      -- 4. Sum of the research papers of the authors per university
+      SELECT a.university, COUNT(ap.paper_id) AS total_papers
+      FROM authors AS a
+      INNER JOIN authors_papers AS ap
+          ON a.author_id = ap.author_id
+      GROUP BY a.university
+      ORDER BY total_papers DESC;
+    `);
+  console.log('Successful query!', result4.rows);
+
+  const result5 = await client.query(`
+      -- 5. Minimum and maximum of the h-index of all authors per university
+      SELECT a.university, MIN(a.h_index) AS min_h_index, MAX(a.h_index) AS max_h_index
+      FROM authors AS a
+      GROUP BY a.university
+      ORDER BY a.university;
+    `);
+  console.log('Successful query!', result5.rows);
+
+  } catch (error) {
+    console.error('Error querying tables:', error);
+  } finally {
+    await client.end();
+  }
+}
+
+export async function main4() {
+  const client1 = await setupDatabase();
+  await client1.end();
+
+  await queryAggregates();
+  console.log('3.4 Exercise 4: Aggregate Functions completed successfully!');
+}
\ No newline at end of file
diff --git a/Week2/assignment/main.js b/Week2/assignment/main.js
new file mode 100644
index 000000000..c5a2a1236
--- /dev/null
+++ b/Week2/assignment/main.js
@@ -0,0 +1,22 @@
+import { setupDatabase } from './connectDatabase.js';
+import { main1 } from './exercise1_keys.js';
+import { main2 } from './exercise2_relationships.js';
+import { main3 } from './exercise3_joins.js';
+import { main4 } from './exercise4_aggregates.js';
+
+async function main() {
+  const client1 = await setupDatabase(true);
+  await client1.end();
+
+  // 3.1. Exercise 1: Keys
+  await main1();
+  // 3.2. Exercise 2: Relationships
+  await main2();
+  // 3.3. Exercise 3: Joins
+  await main3();
+  // 3.4 Exercise 4: Aggregate Functions
+  await main4();
+  console.log('All exercises completed successfully!');
+}
+
+main();
\ No newline at end of file
diff --git a/Week2/assignment/package-lock.json b/Week2/assignment/package-lock.json
new file mode 100644
index 000000000..0c7207618
--- /dev/null
+++ b/Week2/assignment/package-lock.json
@@ -0,0 +1,162 @@
+{
+  "name": "assignment",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "assignment",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "pg": "^8.16.3"
+      }
+    },
+    "node_modules/pg": {
+      "version": "8.16.3",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.16.3.tgz",
+      "integrity": "sha512-enxc1h0jA/aq5oSDMvqyW3q89ra6XIIDZgCX9vkMrnz5DFTw/Ny3Li2lFQ+pt3L6MCgm/5o2o8HW9hiJji+xvw==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.9.1",
+        "pg-pool": "^3.10.1",
+        "pg-protocol": "^1.10.3",
+        "pg-types": "2.2.0",
+        "pgpass": "1.0.5"
+      },
+      "engines": {
+        "node": ">= 16.0.0"
+      },
+      "optionalDependencies": {
+        "pg-cloudflare": "^1.2.7"
+      },
+      "peerDependencies": {
+        "pg-native": ">=3.0.1"
+      },
+      "peerDependenciesMeta": {
+        "pg-native": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/pg-cloudflare": {
+      "version": "1.2.7",
+      "resolved": "https://registry.npmjs.org/pg-cloudflare/-/pg-cloudflare-1.2.7.tgz",
+      "integrity": "sha512-YgCtzMH0ptvZJslLM1ffsY4EuGaU0cx4XSdXLRFae8bPP4dS5xL1tNB3k2o/N64cHJpwU7dxKli/nZ2lUa5fLg==",
+      "license": "MIT",
+      "optional": true
+    },
+    "node_modules/pg-connection-string": {
+      "version": "2.9.1",
+      "resolved": "https://registry.npmjs.org/pg-connection-string/-/pg-connection-string-2.9.1.tgz",
+      "integrity": "sha512-nkc6NpDcvPVpZXxrreI/FOtX3XemeLl8E0qFr6F2Lrm/I8WOnaWNhIPK2Z7OHpw7gh5XJThi6j6ppgNoaT1w4w==",
+      "license": "MIT"
+    },
+    "node_modules/pg-int8": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/pg-int8/-/pg-int8-1.0.1.tgz",
+      "integrity": "sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=4.0.0"
+      }
+    },
+    "node_modules/pg-pool": {
+      "version": "3.10.1",
+      "resolved": "https://registry.npmjs.org/pg-pool/-/pg-pool-3.10.1.tgz",
+      "integrity": "sha512-Tu8jMlcX+9d8+QVzKIvM/uJtp07PKr82IUOYEphaWcoBhIYkoHpLXN3qO59nAI11ripznDsEzEv8nUxBVWajGg==",
+      "license": "MIT",
+      "peerDependencies": {
+        "pg": ">=8.0"
+      }
+    },
+    "node_modules/pg-protocol": {
+      "version": "1.10.3",
+      "resolved": "https://registry.npmjs.org/pg-protocol/-/pg-protocol-1.10.3.tgz",
+      "integrity": "sha512-6DIBgBQaTKDJyxnXaLiLR8wBpQQcGWuAESkRBX/t6OwA8YsqP+iVSiond2EDy6Y/dsGk8rh/jtax3js5NeV7JQ==",
+      "license": "MIT"
+    },
+    "node_modules/pg-types": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/pg-types/-/pg-types-2.2.0.tgz",
+      "integrity": "sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-int8": "1.0.1",
+        "postgres-array": "~2.0.0",
+        "postgres-bytea": "~1.0.0",
+        "postgres-date": "~1.0.4",
+        "postgres-interval": "^1.1.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/pgpass": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/pgpass/-/pgpass-1.0.5.tgz",
+      "integrity": "sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug==",
+      "license": "MIT",
+      "dependencies": {
+        "split2": "^4.1.0"
+      }
+    },
+    "node_modules/postgres-array": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/postgres-array/-/postgres-array-2.0.0.tgz",
+      "integrity": "sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/postgres-bytea": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/postgres-bytea/-/postgres-bytea-1.0.0.tgz",
+      "integrity": "sha512-xy3pmLuQqRBZBXDULy7KbaitYqLcmxigw14Q5sj8QBVLqEwXfeybIKVWiqAXTlcvdvb0+xkOtDbfQMOf4lST1w==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/postgres-date": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/postgres-date/-/postgres-date-1.0.7.tgz",
+      "integrity": "sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/postgres-interval": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/postgres-interval/-/postgres-interval-1.2.0.tgz",
+      "integrity": "sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ==",
+      "license": "MIT",
+      "dependencies": {
+        "xtend": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/split2": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/split2/-/split2-4.2.0.tgz",
+      "integrity": "sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">= 10.x"
+      }
+    },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.4"
+      }
+    }
+  }
+}
diff --git a/Week2/assignment/package.json b/Week2/assignment/package.json
new file mode 100644
index 000000000..6aef09371
--- /dev/null
+++ b/Week2/assignment/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "assignment",
+  "version": "1.0.0",
+  "type": "module",
+  "main": "main.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "author": "",
+  "license": "ISC",
+  "description": "",
+  "dependencies": {
+    "pg": "^8.16.3"
+  }
+}
diff --git a/Week3/homework/mongodb/.gitignore b/Week3/homework/mongodb/.gitignore
new file mode 100644
index 000000000..d9045be30
--- /dev/null
+++ b/Week3/homework/mongodb/.gitignore
@@ -0,0 +1,3 @@
+node_modules/
+.env
+.env.example
\ No newline at end of file
diff --git a/Week3/homework/mongodb/Exercise 1_SQL_Normalization.md b/Week3/homework/mongodb/Exercise 1_SQL_Normalization.md
new file mode 100644
index 000000000..963e124b1
--- /dev/null
+++ b/Week3/homework/mongodb/Exercise 1_SQL_Normalization.md	
@@ -0,0 +1,61 @@
+### 3.1. Exercise 1 : SQL Normalization
+
+1. What columns violate 1NF?
+
+1NF requires:
+
+Each cell must contain a single atomic value (no lists, no repeating groups).
+
+Data must be consistent in format.
+
+- food_code → contains multiple values: "C1, C2", "P1, T1, M1".
+
+- food_description → contains multiple values: "Curry, Cake", "Pie, Tea, Mousse".
+
+- dinner_date → inconsistent formats (2020-03-15, 20-03-2020, and Mar 25 '20).
+
+2. What entities do you recognize that could be extracted?
+
+- Members, Dinners, Venues, Foods, Dinner Participation, Dinner Foods
+
+3. Name all the tables and columns that would make a 3NF compliant solution.
+
+1. Members
+
+member_id
+
+member_name
+
+member_address
+
+2. Venues
+
+venue_code
+
+venue_description
+
+3. Dinners
+
+dinner_id
+
+dinner_date
+
+venue_code
+
+4. Foods
+
+food_code
+
+food_description
+
+5. DinnerParticipation (as a junction table to connect members with dinners dinners)
+
+member_id
+
+dinner_id
+
+6. DinnerFoods (as a junction table to connect foods with dinners)
+
+dinner_id
+
+food_code
diff --git a/Week3/homework/mongodb/Exercise 3_SQL_injection.md b/Week3/homework/mongodb/Exercise 3_SQL_injection.md
new file mode 100644
index 000000000..672d4c4a2
--- /dev/null
+++ b/Week3/homework/mongodb/Exercise 3_SQL_injection.md	
@@ -0,0 +1,43 @@
+### 3.3. Exercise 3 : SQL injection
+
+```js
+function getPopulation(Country, name, code, cb) {
+  // assuming that connection to the database is established and stored as conn
+  conn.query(
+    `SELECT Population FROM ${Country} WHERE Name = '${name}' and code = '${code}'`,
+    function (err, result) {
+      if (err) cb(err);
+      if (result.length == 0) cb(new Error("Not found"));
+      cb(null, result[0].name);
+    }
+  );
+}
+```
+
+1. Give an example of a value that can be passed as `name` and `code` that would take advantage of SQL-injection and (fetch all the records in the database)
+
+The vulnerable query is:
+
+```SQL
+SELECT Population FROM ${Country} WHERE Name = '${name}' and code = '${code}'
+```
+
+Because if I inject the below:
+
+```SQL
+SELECT Population FROM Country
+WHERE Name = '' OR '1'='1' AND code = '' OR '1'='1';  /* '1'='1' is always true */
+```
+
+2. Rewrite the function so that it is no longer vulnerable to SQL injection
+
+```js
+function getPopulation(Country, name, code, cb) {
+  const sql = "SELECT Population FROM ?? WHERE Name = ? AND code = ?";
+  conn.query(sql, [Country, name, code], function (err, result) {
+    if (err) cb(err);
+    else if (result.length === 0) cb(new Error("Not found"));
+    else cb(null, result[0].Population);
+  });
+}
+```
diff --git a/Week3/homework/mongodb/connectDatabase.js b/Week3/homework/mongodb/connectDatabase.js
new file mode 100644
index 000000000..450dc2279
--- /dev/null
+++ b/Week3/homework/mongodb/connectDatabase.js
@@ -0,0 +1,21 @@
+import { MongoClient } from "mongodb";
+import dotenv from "dotenv";
+dotenv.config();
+
+let _client = null;
+
+// Connect to database
+export async function connectToDatabase(dbName) {
+  if (!_client) {
+    const connectionString = process.env.MONGODB_URL;
+    _client = await MongoClient.connect(connectionString);
+  }
+
+  const finalDbName = dbName || process.env.DB_NAME || "test";
+  const db = _client.db(finalDbName);
+
+  console.log(`✅ Connected to database: ${db.databaseName}`);
+  return db;
+}
+
+connectToDatabase();
diff --git a/Week3/homework/mongodb/data.json b/Week3/homework/mongodb/data.json
index 4e769366b..eff53a6a4 100644
--- a/Week3/homework/mongodb/data.json
+++ b/Week3/homework/mongodb/data.json
@@ -1,28615 +1,28615 @@
 [
- {
-   "EPISODE": "S01E01",
-   "TITLE": "\"A WALK IN THE WOODS\"",
-   "APPLE_FRAME": 0,
-   "AURORA_BOREALIS": 0,
-   "BARN": 0,
-   "BEACH": 0,
-   "BOAT": 0,
-   "BRIDGE": 0,
-   "BUILDING": 0,
-   "BUSHES": 1,
-   "CABIN": 0,
-   "CACTUS": 0,
-   "CIRCLE_FRAME": 0,
-   "CIRRUS": 0,
-   "CLIFF": 0,
-   "CLOUDS": 0,
-   "CONIFER": 0,
-   "CUMULUS": 0,
-   "DECIDUOUS": 1,
-   "DIANE_ANDRE": 0,
-   "DOCK": 0,
-   "DOUBLE_OVAL_FRAME": 0,
-   "FARM": 0,
-   "FENCE": 0,
-   "FIRE": 0,
-   "FLORIDA_FRAME": 0,
-   "FLOWERS": 0,
-   "FOG": 0,
-   "FRAMED": 0,
-   "GRASS": 1,
-   "GUEST": 0,
-   "HALF_CIRCLE_FRAME": 0,
-   "HALF_OVAL_FRAME": 0,
-   "HILLS": 0,
-   "LAKE": 0,
-   "LAKES": 0,
-   "LIGHTHOUSE": 0,
-   "MILL": 0,
-   "MOON": 0,
-   "MOUNTAIN": 0,
-   "MOUNTAINS": 0,
-   "NIGHT": 0,
-   "OCEAN": 0,
-   "OVAL_FRAME": 0,
-   "PALM_TREES": 0,
-   "PATH": 0,
-   "PERSON": 0,
-   "PORTRAIT": 0,
-   "RECTANGLE_3D_FRAME": 0,
-   "RECTANGULAR_FRAME": 0,
-   "RIVER": 1,
-   "ROCKS": 0,
-   "SEASHELL_FRAME": 0,
-   "SNOW": 0,
-   "SNOWY_MOUNTAIN": 0,
-   "SPLIT_FRAME": 0,
-   "STEVE_ROSS": 0,
-   "STRUCTURE": 0,
-   "SUN": 0,
-   "TOMB_FRAME": 0,
-   "TREE": 1,
-   "TREES": 1,
-   "TRIPLE_FRAME": 0,
-   "WATERFALL": 0,
-   "WAVES": 0,
-   "WINDMILL": 0,
-   "WINDOW_FRAME": 0,
-   "WINTER": 0,
-   "WOOD_FRAMED": 0
- },
- {
-   "EPISODE": "S01E02",
-   "TITLE": "\"MT. MCKINLEY\"",
-   "APPLE_FRAME": 0,
-   "AURORA_BOREALIS": 0,
-   "BARN": 0,
-   "BEACH": 0,
-   "BOAT": 0,
-   "BRIDGE": 0,
-   "BUILDING": 0,
-   "BUSHES": 0,
-   "CABIN": 1,
-   "CACTUS": 0,
-   "CIRCLE_FRAME": 0,
-   "CIRRUS": 0,
-   "CLIFF": 0,
-   "CLOUDS": 1,
-   "CONIFER": 1,
-   "CUMULUS": 0,
-   "DECIDUOUS": 0,
-   "DIANE_ANDRE": 0,
-   "DOCK": 0,
-   "DOUBLE_OVAL_FRAME": 0,
-   "FARM": 0,
-   "FENCE": 0,
-   "FIRE": 0,
-   "FLORIDA_FRAME": 0,
-   "FLOWERS": 0,
-   "FOG": 0,
-   "FRAMED": 0,
-   "GRASS": 0,
-   "GUEST": 0,
-   "HALF_CIRCLE_FRAME": 0,
-   "HALF_OVAL_FRAME": 0,
-   "HILLS": 0,
-   "LAKE": 0,
-   "LAKES": 0,
-   "LIGHTHOUSE": 0,
-   "MILL": 0,
-   "MOON": 0,
-   "MOUNTAIN": 1,
-   "MOUNTAINS": 0,
-   "NIGHT": 0,
-   "OCEAN": 0,
-   "OVAL_FRAME": 0,
-   "PALM_TREES": 0,
-   "PATH": 0,
-   "PERSON": 0,
-   "PORTRAIT": 0,
-   "RECTANGLE_3D_FRAME": 0,
-   "RECTANGULAR_FRAME": 0,
-   "RIVER": 0,
-   "ROCKS": 0,
-   "SEASHELL_FRAME": 0,
-   "SNOW": 1,
-   "SNOWY_MOUNTAIN": 1,
-   "SPLIT_FRAME": 0,
-   "STEVE_ROSS": 0,
-   "STRUCTURE": 0,
-   "SUN": 0,
-   "TOMB_FRAME": 0,
-   "TREE": 1,
-   "TREES": 1,
-   "TRIPLE_FRAME": 0,
-   "WATERFALL": 0,
-   "WAVES": 0,
-   "WINDMILL": 0,
-   "WINDOW_FRAME": 0,
-   "WINTER": 1,
-   "WOOD_FRAMED": 0
- },
- {
-   "EPISODE": "S01E03",
-   "TITLE": "\"EBONY SUNSET\"",
-   "APPLE_FRAME": 0,
-   "AURORA_BOREALIS": 0,
-   "BARN": 0,
-   "BEACH": 0,
-   "BOAT": 0,
-   "BRIDGE": 0,
-   "BUILDING": 0,
-   "BUSHES": 0,
-   "CABIN": 1,
-   "CACTUS": 0,
-   "CIRCLE_FRAME": 0,
-   "CIRRUS": 0,
-   "CLIFF": 0,
-   "CLOUDS": 0,
-   "CONIFER": 1,
-   "CUMULUS": 0,
-   "DECIDUOUS": 0,
-   "DIANE_ANDRE": 0,
-   "DOCK": 0,
-   "DOUBLE_OVAL_FRAME": 0,
-   "FARM": 0,
-   "FENCE": 1,
-   "FIRE": 0,
-   "FLORIDA_FRAME": 0,
-   "FLOWERS": 0,
-   "FOG": 0,
-   "FRAMED": 0,
-   "GRASS": 0,
-   "GUEST": 0,
-   "HALF_CIRCLE_FRAME": 0,
-   "HALF_OVAL_FRAME": 0,
-   "HILLS": 0,
-   "LAKE": 0,
-   "LAKES": 0,
-   "LIGHTHOUSE": 0,
-   "MILL": 0,
-   "MOON": 0,
-   "MOUNTAIN": 1,
-   "MOUNTAINS": 1,
-   "NIGHT": 0,
-   "OCEAN": 0,
-   "OVAL_FRAME": 0,
-   "PALM_TREES": 0,
-   "PATH": 0,
-   "PERSON": 0,
-   "PORTRAIT": 0,
-   "RECTANGLE_3D_FRAME": 0,
-   "RECTANGULAR_FRAME": 0,
-   "RIVER": 0,
-   "ROCKS": 0,
-   "SEASHELL_FRAME": 0,
-   "SNOW": 0,
-   "SNOWY_MOUNTAIN": 0,
-   "SPLIT_FRAME": 0,
-   "STEVE_ROSS": 0,
-   "STRUCTURE": 1,
-   "SUN": 1,
-   "TOMB_FRAME": 0,
-   "TREE": 1,
-   "TREES": 1,
-   "TRIPLE_FRAME": 0,
-   "WATERFALL": 0,
-   "WAVES": 0,
-   "WINDMILL": 0,
-   "WINDOW_FRAME": 0,
-   "WINTER": 1,
-   "WOOD_FRAMED": 0
- },
- {
-   "EPISODE": "S01E04",
-   "TITLE": "\"WINTER MIST\"",
-   "APPLE_FRAME": 0,
-   "AURORA_BOREALIS": 0,
-   "BARN": 0,
-   "BEACH": 0,
-   "BOAT": 0,
-   "BRIDGE": 0,
-   "BUILDING": 0,
-   "BUSHES": 1,
-   "CABIN": 0,
-   "CACTUS": 0,
-   "CIRCLE_FRAME": 0,
-   "CIRRUS": 0,
-   "CLIFF": 0,
-   "CLOUDS": 1,
-   "CONIFER": 1,
-   "CUMULUS": 0,
-   "DECIDUOUS": 0,
-   "DIANE_ANDRE": 0,
-   "DOCK": 0,
-   "DOUBLE_OVAL_FRAME": 0,
-   "FARM": 0,
-   "FENCE": 0,
-   "FIRE": 0,
-   "FLORIDA_FRAME": 0,
-   "FLOWERS": 0,
-   "FOG": 0,
-   "FRAMED": 0,
-   "GRASS": 0,
-   "GUEST": 0,
-   "HALF_CIRCLE_FRAME": 0,
-   "HALF_OVAL_FRAME": 0,
-   "HILLS": 0,
-   "LAKE": 1,
-   "LAKES": 0,
-   "LIGHTHOUSE": 0,
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-   "EPISODE": "S16E11",
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-   "WOOD_FRAMED": 0
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- {
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-   "BEACH": 0,
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-   "WOOD_FRAMED": 0
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-   "EPISODE": "S17E01",
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-   "WOOD_FRAMED": 0
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-   "WOOD_FRAMED": 0
- }
-]
\ No newline at end of file
+  {
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+    "TITLE": "\"A WALK IN THE WOODS\"",
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+  },
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+  },
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+  },
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+  },
+  {
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+  {
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+    "EPISODE": "S16E09",
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+  },
+  {
+    "EPISODE": "S16E10",
+    "TITLE": "\"THAT TIME OF YEAR\"",
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+  },
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+  },
+  {
+    "EPISODE": "S16E12",
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+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S16E13",
+    "TITLE": "\"WOODED STREAM OVAL\"",
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+  },
+  {
+    "EPISODE": "S17E01",
+    "TITLE": "\"GOLDEN MIST OVAL\"",
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+  },
+  {
+    "EPISODE": "S17E02",
+    "TITLE": "\"THE OLD HOME PLACE\"",
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+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 0,
+    "STRUCTURE": 0,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 1,
+    "TREES": 1,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 0,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 0,
+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S31E10",
+    "TITLE": "\"BALMY BEACH\"",
+    "APPLE_FRAME": 0,
+    "AURORA_BOREALIS": 0,
+    "BARN": 0,
+    "BEACH": 1,
+    "BOAT": 0,
+    "BRIDGE": 0,
+    "BUILDING": 0,
+    "BUSHES": 0,
+    "CABIN": 0,
+    "CACTUS": 0,
+    "CIRCLE_FRAME": 0,
+    "CIRRUS": 0,
+    "CLIFF": 0,
+    "CLOUDS": 0,
+    "CONIFER": 0,
+    "CUMULUS": 0,
+    "DECIDUOUS": 0,
+    "DIANE_ANDRE": 0,
+    "DOCK": 0,
+    "DOUBLE_OVAL_FRAME": 0,
+    "FARM": 0,
+    "FENCE": 0,
+    "FIRE": 0,
+    "FLORIDA_FRAME": 0,
+    "FLOWERS": 0,
+    "FOG": 0,
+    "FRAMED": 1,
+    "GRASS": 0,
+    "GUEST": 0,
+    "HALF_CIRCLE_FRAME": 0,
+    "HALF_OVAL_FRAME": 0,
+    "HILLS": 0,
+    "LAKE": 0,
+    "LAKES": 0,
+    "LIGHTHOUSE": 0,
+    "MILL": 0,
+    "MOON": 0,
+    "MOUNTAIN": 0,
+    "MOUNTAINS": 0,
+    "NIGHT": 0,
+    "OCEAN": 1,
+    "OVAL_FRAME": 0,
+    "PALM_TREES": 1,
+    "PATH": 0,
+    "PERSON": 0,
+    "PORTRAIT": 0,
+    "RECTANGLE_3D_FRAME": 0,
+    "RECTANGULAR_FRAME": 0,
+    "RIVER": 0,
+    "ROCKS": 1,
+    "SEASHELL_FRAME": 1,
+    "SNOW": 0,
+    "SNOWY_MOUNTAIN": 0,
+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 0,
+    "STRUCTURE": 0,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 0,
+    "TREES": 0,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 1,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 0,
+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S31E11",
+    "TITLE": "\"LAKE AT THE RIDGE\"",
+    "APPLE_FRAME": 0,
+    "AURORA_BOREALIS": 0,
+    "BARN": 0,
+    "BEACH": 0,
+    "BOAT": 0,
+    "BRIDGE": 0,
+    "BUILDING": 0,
+    "BUSHES": 0,
+    "CABIN": 0,
+    "CACTUS": 0,
+    "CIRCLE_FRAME": 0,
+    "CIRRUS": 0,
+    "CLIFF": 0,
+    "CLOUDS": 1,
+    "CONIFER": 1,
+    "CUMULUS": 0,
+    "DECIDUOUS": 1,
+    "DIANE_ANDRE": 0,
+    "DOCK": 0,
+    "DOUBLE_OVAL_FRAME": 0,
+    "FARM": 0,
+    "FENCE": 0,
+    "FIRE": 0,
+    "FLORIDA_FRAME": 0,
+    "FLOWERS": 0,
+    "FOG": 0,
+    "FRAMED": 0,
+    "GRASS": 1,
+    "GUEST": 1,
+    "HALF_CIRCLE_FRAME": 0,
+    "HALF_OVAL_FRAME": 0,
+    "HILLS": 0,
+    "LAKE": 1,
+    "LAKES": 0,
+    "LIGHTHOUSE": 0,
+    "MILL": 0,
+    "MOON": 0,
+    "MOUNTAIN": 1,
+    "MOUNTAINS": 1,
+    "NIGHT": 0,
+    "OCEAN": 0,
+    "OVAL_FRAME": 0,
+    "PALM_TREES": 0,
+    "PATH": 0,
+    "PERSON": 0,
+    "PORTRAIT": 0,
+    "RECTANGLE_3D_FRAME": 0,
+    "RECTANGULAR_FRAME": 0,
+    "RIVER": 0,
+    "ROCKS": 0,
+    "SEASHELL_FRAME": 0,
+    "SNOW": 0,
+    "SNOWY_MOUNTAIN": 1,
+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 1,
+    "STRUCTURE": 0,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 1,
+    "TREES": 1,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 0,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 0,
+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S31E12",
+    "TITLE": "\"IN THE MIDST OF WINTER\"",
+    "APPLE_FRAME": 0,
+    "AURORA_BOREALIS": 0,
+    "BARN": 1,
+    "BEACH": 0,
+    "BOAT": 0,
+    "BRIDGE": 0,
+    "BUILDING": 0,
+    "BUSHES": 0,
+    "CABIN": 0,
+    "CACTUS": 0,
+    "CIRCLE_FRAME": 0,
+    "CIRRUS": 0,
+    "CLIFF": 0,
+    "CLOUDS": 0,
+    "CONIFER": 1,
+    "CUMULUS": 0,
+    "DECIDUOUS": 1,
+    "DIANE_ANDRE": 0,
+    "DOCK": 0,
+    "DOUBLE_OVAL_FRAME": 0,
+    "FARM": 0,
+    "FENCE": 0,
+    "FIRE": 0,
+    "FLORIDA_FRAME": 0,
+    "FLOWERS": 0,
+    "FOG": 1,
+    "FRAMED": 0,
+    "GRASS": 0,
+    "GUEST": 0,
+    "HALF_CIRCLE_FRAME": 0,
+    "HALF_OVAL_FRAME": 0,
+    "HILLS": 0,
+    "LAKE": 0,
+    "LAKES": 0,
+    "LIGHTHOUSE": 0,
+    "MILL": 0,
+    "MOON": 0,
+    "MOUNTAIN": 0,
+    "MOUNTAINS": 0,
+    "NIGHT": 0,
+    "OCEAN": 0,
+    "OVAL_FRAME": 0,
+    "PALM_TREES": 0,
+    "PATH": 1,
+    "PERSON": 0,
+    "PORTRAIT": 0,
+    "RECTANGLE_3D_FRAME": 0,
+    "RECTANGULAR_FRAME": 0,
+    "RIVER": 0,
+    "ROCKS": 0,
+    "SEASHELL_FRAME": 0,
+    "SNOW": 1,
+    "SNOWY_MOUNTAIN": 0,
+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 0,
+    "STRUCTURE": 1,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 1,
+    "TREES": 1,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 0,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 1,
+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S31E13",
+    "TITLE": "\"WILDERNESS DAY\"",
+    "APPLE_FRAME": 0,
+    "AURORA_BOREALIS": 0,
+    "BARN": 0,
+    "BEACH": 0,
+    "BOAT": 0,
+    "BRIDGE": 0,
+    "BUILDING": 0,
+    "BUSHES": 0,
+    "CABIN": 0,
+    "CACTUS": 0,
+    "CIRCLE_FRAME": 0,
+    "CIRRUS": 0,
+    "CLIFF": 0,
+    "CLOUDS": 0,
+    "CONIFER": 0,
+    "CUMULUS": 0,
+    "DECIDUOUS": 1,
+    "DIANE_ANDRE": 0,
+    "DOCK": 0,
+    "DOUBLE_OVAL_FRAME": 0,
+    "FARM": 0,
+    "FENCE": 0,
+    "FIRE": 0,
+    "FLORIDA_FRAME": 0,
+    "FLOWERS": 0,
+    "FOG": 0,
+    "FRAMED": 0,
+    "GRASS": 1,
+    "GUEST": 0,
+    "HALF_CIRCLE_FRAME": 0,
+    "HALF_OVAL_FRAME": 0,
+    "HILLS": 0,
+    "LAKE": 0,
+    "LAKES": 0,
+    "LIGHTHOUSE": 0,
+    "MILL": 0,
+    "MOON": 0,
+    "MOUNTAIN": 1,
+    "MOUNTAINS": 0,
+    "NIGHT": 0,
+    "OCEAN": 0,
+    "OVAL_FRAME": 0,
+    "PALM_TREES": 0,
+    "PATH": 0,
+    "PERSON": 0,
+    "PORTRAIT": 0,
+    "RECTANGLE_3D_FRAME": 0,
+    "RECTANGULAR_FRAME": 0,
+    "RIVER": 0,
+    "ROCKS": 0,
+    "SEASHELL_FRAME": 0,
+    "SNOW": 0,
+    "SNOWY_MOUNTAIN": 0,
+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 0,
+    "STRUCTURE": 0,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 1,
+    "TREES": 1,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 0,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 0,
+    "WOOD_FRAMED": 0
+  },
+  {
+    "EPISODE": "S31E14",
+    "TITLE": "\"BY THE RIVER\"",
+    "APPLE_FRAME": 0,
+    "AURORA_BOREALIS": 0,
+    "BARN": 0,
+    "BEACH": 0,
+    "BOAT": 0,
+    "BRIDGE": 0,
+    "BUILDING": 0,
+    "BUSHES": 0,
+    "CABIN": 0,
+    "CACTUS": 0,
+    "CIRCLE_FRAME": 0,
+    "CIRRUS": 0,
+    "CLIFF": 0,
+    "CLOUDS": 0,
+    "CONIFER": 1,
+    "CUMULUS": 0,
+    "DECIDUOUS": 0,
+    "DIANE_ANDRE": 0,
+    "DOCK": 0,
+    "DOUBLE_OVAL_FRAME": 0,
+    "FARM": 0,
+    "FENCE": 0,
+    "FIRE": 0,
+    "FLORIDA_FRAME": 0,
+    "FLOWERS": 0,
+    "FOG": 0,
+    "FRAMED": 0,
+    "GRASS": 1,
+    "GUEST": 0,
+    "HALF_CIRCLE_FRAME": 0,
+    "HALF_OVAL_FRAME": 0,
+    "HILLS": 0,
+    "LAKE": 0,
+    "LAKES": 0,
+    "LIGHTHOUSE": 0,
+    "MILL": 0,
+    "MOON": 0,
+    "MOUNTAIN": 0,
+    "MOUNTAINS": 0,
+    "NIGHT": 0,
+    "OCEAN": 0,
+    "OVAL_FRAME": 0,
+    "PALM_TREES": 0,
+    "PATH": 0,
+    "PERSON": 0,
+    "PORTRAIT": 0,
+    "RECTANGLE_3D_FRAME": 0,
+    "RECTANGULAR_FRAME": 0,
+    "RIVER": 1,
+    "ROCKS": 0,
+    "SEASHELL_FRAME": 0,
+    "SNOW": 0,
+    "SNOWY_MOUNTAIN": 0,
+    "SPLIT_FRAME": 0,
+    "STEVE_ROSS": 0,
+    "STRUCTURE": 0,
+    "SUN": 0,
+    "TOMB_FRAME": 0,
+    "TREE": 0,
+    "TREES": 1,
+    "TRIPLE_FRAME": 0,
+    "WATERFALL": 0,
+    "WAVES": 0,
+    "WINDMILL": 0,
+    "WINDOW_FRAME": 0,
+    "WINTER": 0,
+    "WOOD_FRAMED": 0
+  }
+]
diff --git a/Week3/homework/mongodb/index.js b/Week3/homework/mongodb/index.js
index 41ee8b618..f006e7f58 100644
--- a/Week3/homework/mongodb/index.js
+++ b/Week3/homework/mongodb/index.js
@@ -1,6 +1,8 @@
-const { MongoClient, ServerApiVersion } = require("mongodb");
+import { MongoClient, ServerApiVersion } from "mongodb";
+import { seedDatabase } from "./seedDatabase.js";
 
-const { seedDatabase } = require("./seedDatabase.js");
+import dotenv from "dotenv";
+dotenv.config();
 
 async function createEpisodeExercise(client) {
   /**
@@ -12,9 +14,32 @@ async function createEpisodeExercise(client) {
    */
 
   // Write code that will add this to the collection!
+  const bobRossCollection = client
+    .db("databaseWeek3")
+    .collection("bob_ross_episodes");
+
+  const newEpisode = {
+    episode: "S09E13",
+    title: "MOUNTAIN HIDE-AWAY",
+    elements: [
+      "CIRRUS",
+      "CLOUDS",
+      "CONIFER",
+      "DECIDIOUS",
+      "GRASS",
+      "MOUNTAIN",
+      "MOUNTAINS",
+      "RIVER",
+      "SNOWY_MOUNTAIN",
+      "TREE",
+      "TREES",
+    ],
+  };
+
+  const result = await bobRossCollection.insertOne(newEpisode);
 
   console.log(
-    `Created season 9 episode 13 and the document got the id ${"TODO: fill in variable here"}`
+    `Created season 9 episode 13 and the document got the id ${result.insertedId}`
   );
 }
 
@@ -24,28 +49,40 @@ async function findEpisodesExercises(client) {
    * The comments indicate what to do and what the result should be!
    */
 
-  // Find the title of episode 2 in season 2 [Should be: WINTER SUN]
+  const bobRossCollection = client
+    .db("databaseWeek3")
+    .collection("bob_ross_episodes");
 
-  console.log(
-    `The title of episode 2 in season 2 is ${"TODO: fill in variable here"}`
-  );
+  // Find the title of episode 2 in season 2 [Should be: WINTER SUN]
+  const ep2S2 = await bobRossCollection.findOne({ episode: "S02E02" });
+  console.log(`The title of episode 2 in season 2 is ${ep2S2.title}`);
 
   // Find the season and episode number of the episode called "BLACK RIVER" [Should be: S02E06]
-
+  const blackRiver = await bobRossCollection.findOne({ title: "BLACK RIVER" });
   console.log(
-    `The season and episode number of the "BLACK RIVER" episode is ${"TODO: fill in variable here"}`
+    `The season and episode number of the "BLACK RIVER" episode is ${blackRiver.episode}`
   );
 
   // Find all of the episode titles where Bob Ross painted a CLIFF [Should be: NIGHT LIGHT, EVENING SEASCAPE, SURF'S UP, CLIFFSIDE, BY THE SEA, DEEP WILDERNESS HOME, CRIMSON TIDE, GRACEFUL WATERFALL]
-
+  const cliffEpisodesCursor = bobRossCollection.find({ elements: "CLIFF" });
+  const cliffEpisodes = await cliffEpisodesCursor
+    .map((doc) => doc.title)
+    .toArray();
   console.log(
-    `The episodes that Bob Ross painted a CLIFF are ${"TODO: fill in variable here"}`
+    `The episodes that Bob Ross painted a CLIFF are ${cliffEpisodes.join(", ")}`
   );
 
   // Find all of the episode titles where Bob Ross painted a CLIFF and a LIGHTHOUSE [Should be: NIGHT LIGHT]
-
+  const cliffLighthouseCursor = bobRossCollection.find({
+    elements: { $all: ["CLIFF", "LIGHTHOUSE"] },
+  });
+  const cliffLighthouseEpisodes = await cliffLighthouseCursor
+    .map((doc) => doc.title)
+    .toArray();
   console.log(
-    `The episodes that Bob Ross painted a CLIFF and a LIGHTHOUSE are ${"TODO: fill in variable here"}`
+    `The episodes that Bob Ross painted a CLIFF and a LIGHTHOUSE are ${cliffLighthouseEpisodes.join(
+      ", "
+    )}`
   );
 }
 
@@ -57,18 +94,30 @@ async function updateEpisodeExercises(client) {
    * Note: do NOT change the data.json file
    */
 
+  const bobRossCollection = client
+    .db("databaseWeek3")
+    .collection("bob_ross_episodes");
+
   // Episode 13 in season 30 should be called BLUE RIDGE FALLS, yet it is called BLUE RIDGE FALLERS now. Fix that
+  const updateTitleResult = await bobRossCollection.updateOne(
+    { episode: "S30E13" },
+    { $set: { title: "BLUE RIDGE FALLS" } }
+  );
 
   console.log(
-    `Ran a command to update episode 13 in season 30 and it updated ${"TODO: fill in variable here"} episodes`
+    `Ran a command to update episode 13 in season 30 and it updated ${updateTitleResult.modifiedCount} episodes`
   );
 
   // Unfortunately we made a mistake in the arrays and the element type called 'BUSHES' should actually be 'BUSH' as sometimes only one bush was painted.
   // Update all of the documents in the collection that have `BUSHES` in the elements array to now have `BUSH`
   // It should update 120 episodes!
+  const updateBushesResult = await bobRossCollection.updateMany(
+    { elements: "BUSHES" },
+    { $set: { "elements.$": "BUSH" } }
+  );
 
   console.log(
-    `Ran a command to update all the BUSHES to BUSH and it updated ${"TODO: fill in variable here"} episodes`
+    `Ran a command to update all the BUSHES to BUSH and it updated ${updateBushesResult.modifiedCount} episodes`
   );
 }
 
@@ -78,8 +127,14 @@ async function deleteEpisodeExercise(client) {
    * This is episode 14 in season 31. Please remove it and verify that it has been removed!
    */
 
+  const bobRossCollection = client
+    .db("databaseWeek3")
+    .collection("bob_ross_episodes");
+
+  const deleteResult = await bobRossCollection.deleteOne({ episode: "S31E14" });
+
   console.log(
-    `Ran a command to delete episode and it deleted ${"TODO: fill in variable here"} episodes`
+    `Ran a command to delete episode and it deleted ${deleteResult.deletedCount} episodes`
   );
 }
 
diff --git a/Week3/homework/mongodb/package-lock.json b/Week3/homework/mongodb/package-lock.json
new file mode 100644
index 000000000..ee33fb01f
--- /dev/null
+++ b/Week3/homework/mongodb/package-lock.json
@@ -0,0 +1,323 @@
+{
+  "name": "mongodb-crud",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "mongodb-crud",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "dotenv": "^17.2.2",
+        "mongodb": "^6.19.0",
+        "pg": "^8.16.3"
+      }
+    },
+    "node_modules/@mongodb-js/saslprep": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@mongodb-js/saslprep/-/saslprep-1.3.0.tgz",
+      "integrity": "sha512-zlayKCsIjYb7/IdfqxorK5+xUMyi4vOKcFy10wKJYc63NSdKI8mNME+uJqfatkPmOSMMUiojrL58IePKBm3gvQ==",
+      "license": "MIT",
+      "dependencies": {
+        "sparse-bitfield": "^3.0.3"
+      }
+    },
+    "node_modules/@types/webidl-conversions": {
+      "version": "7.0.3",
+      "resolved": "https://registry.npmjs.org/@types/webidl-conversions/-/webidl-conversions-7.0.3.tgz",
+      "integrity": "sha512-CiJJvcRtIgzadHCYXw7dqEnMNRjhGZlYK05Mj9OyktqV8uVT8fD2BFOB7S1uwBE3Kj2Z+4UyPmFw/Ixgw/LAlA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/whatwg-url": {
+      "version": "11.0.5",
+      "resolved": "https://registry.npmjs.org/@types/whatwg-url/-/whatwg-url-11.0.5.tgz",
+      "integrity": "sha512-coYR071JRaHa+xoEvvYqvnIHaVqaYrLPbsufM9BF63HkwI5Lgmy2QR8Q5K/lYDYo5AK82wOvSOS0UsLTpTG7uQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/webidl-conversions": "*"
+      }
+    },
+    "node_modules/bson": {
+      "version": "6.10.4",
+      "resolved": "https://registry.npmjs.org/bson/-/bson-6.10.4.tgz",
+      "integrity": "sha512-WIsKqkSC0ABoBJuT1LEX+2HEvNmNKKgnTAyd0fL8qzK4SH2i9NXg+t08YtdZp/V9IZ33cxe3iV4yM0qg8lMQng==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=16.20.1"
+      }
+    },
+    "node_modules/dotenv": {
+      "version": "17.2.2",
+      "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.2.2.tgz",
+      "integrity": "sha512-Sf2LSQP+bOlhKWWyhFsn0UsfdK/kCWRv1iuA2gXAwt3dyNabr6QSj00I2V10pidqz69soatm9ZwZvpQMTIOd5Q==",
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://dotenvx.com"
+      }
+    },
+    "node_modules/memory-pager": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/memory-pager/-/memory-pager-1.5.0.tgz",
+      "integrity": "sha512-ZS4Bp4r/Zoeq6+NLJpP+0Zzm0pR8whtGPf1XExKLJBAczGMnSi3It14OiNCStjQjM6NU1okjQGSxgEZN8eBYKg==",
+      "license": "MIT"
+    },
+    "node_modules/mongodb": {
+      "version": "6.19.0",
+      "resolved": "https://registry.npmjs.org/mongodb/-/mongodb-6.19.0.tgz",
+      "integrity": "sha512-H3GtYujOJdeKIMLKBT9PwlDhGrQfplABNF1G904w6r5ZXKWyv77aB0X9B+rhmaAwjtllHzaEkvi9mkGVZxs2Bw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@mongodb-js/saslprep": "^1.1.9",
+        "bson": "^6.10.4",
+        "mongodb-connection-string-url": "^3.0.0"
+      },
+      "engines": {
+        "node": ">=16.20.1"
+      },
+      "peerDependencies": {
+        "@aws-sdk/credential-providers": "^3.188.0",
+        "@mongodb-js/zstd": "^1.1.0 || ^2.0.0",
+        "gcp-metadata": "^5.2.0",
+        "kerberos": "^2.0.1",
+        "mongodb-client-encryption": ">=6.0.0 <7",
+        "snappy": "^7.3.2",
+        "socks": "^2.7.1"
+      },
+      "peerDependenciesMeta": {
+        "@aws-sdk/credential-providers": {
+          "optional": true
+        },
+        "@mongodb-js/zstd": {
+          "optional": true
+        },
+        "gcp-metadata": {
+          "optional": true
+        },
+        "kerberos": {
+          "optional": true
+        },
+        "mongodb-client-encryption": {
+          "optional": true
+        },
+        "snappy": {
+          "optional": true
+        },
+        "socks": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/mongodb-connection-string-url": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/mongodb-connection-string-url/-/mongodb-connection-string-url-3.0.2.tgz",
+      "integrity": "sha512-rMO7CGo/9BFwyZABcKAWL8UJwH/Kc2x0g72uhDWzG48URRax5TCIcJ7Rc3RZqffZzO/Gwff/jyKwCU9TN8gehA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@types/whatwg-url": "^11.0.2",
+        "whatwg-url": "^14.1.0 || ^13.0.0"
+      }
+    },
+    "node_modules/pg": {
+      "version": "8.16.3",
+      "resolved": "https://registry.npmjs.org/pg/-/pg-8.16.3.tgz",
+      "integrity": "sha512-enxc1h0jA/aq5oSDMvqyW3q89ra6XIIDZgCX9vkMrnz5DFTw/Ny3Li2lFQ+pt3L6MCgm/5o2o8HW9hiJji+xvw==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-connection-string": "^2.9.1",
+        "pg-pool": "^3.10.1",
+        "pg-protocol": "^1.10.3",
+        "pg-types": "2.2.0",
+        "pgpass": "1.0.5"
+      },
+      "engines": {
+        "node": ">= 16.0.0"
+      },
+      "optionalDependencies": {
+        "pg-cloudflare": "^1.2.7"
+      },
+      "peerDependencies": {
+        "pg-native": ">=3.0.1"
+      },
+      "peerDependenciesMeta": {
+        "pg-native": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/pg-cloudflare": {
+      "version": "1.2.7",
+      "resolved": "https://registry.npmjs.org/pg-cloudflare/-/pg-cloudflare-1.2.7.tgz",
+      "integrity": "sha512-YgCtzMH0ptvZJslLM1ffsY4EuGaU0cx4XSdXLRFae8bPP4dS5xL1tNB3k2o/N64cHJpwU7dxKli/nZ2lUa5fLg==",
+      "license": "MIT",
+      "optional": true
+    },
+    "node_modules/pg-connection-string": {
+      "version": "2.9.1",
+      "resolved": "https://registry.npmjs.org/pg-connection-string/-/pg-connection-string-2.9.1.tgz",
+      "integrity": "sha512-nkc6NpDcvPVpZXxrreI/FOtX3XemeLl8E0qFr6F2Lrm/I8WOnaWNhIPK2Z7OHpw7gh5XJThi6j6ppgNoaT1w4w==",
+      "license": "MIT"
+    },
+    "node_modules/pg-int8": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/pg-int8/-/pg-int8-1.0.1.tgz",
+      "integrity": "sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=4.0.0"
+      }
+    },
+    "node_modules/pg-pool": {
+      "version": "3.10.1",
+      "resolved": "https://registry.npmjs.org/pg-pool/-/pg-pool-3.10.1.tgz",
+      "integrity": "sha512-Tu8jMlcX+9d8+QVzKIvM/uJtp07PKr82IUOYEphaWcoBhIYkoHpLXN3qO59nAI11ripznDsEzEv8nUxBVWajGg==",
+      "license": "MIT",
+      "peerDependencies": {
+        "pg": ">=8.0"
+      }
+    },
+    "node_modules/pg-protocol": {
+      "version": "1.10.3",
+      "resolved": "https://registry.npmjs.org/pg-protocol/-/pg-protocol-1.10.3.tgz",
+      "integrity": "sha512-6DIBgBQaTKDJyxnXaLiLR8wBpQQcGWuAESkRBX/t6OwA8YsqP+iVSiond2EDy6Y/dsGk8rh/jtax3js5NeV7JQ==",
+      "license": "MIT"
+    },
+    "node_modules/pg-types": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/pg-types/-/pg-types-2.2.0.tgz",
+      "integrity": "sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==",
+      "license": "MIT",
+      "dependencies": {
+        "pg-int8": "1.0.1",
+        "postgres-array": "~2.0.0",
+        "postgres-bytea": "~1.0.0",
+        "postgres-date": "~1.0.4",
+        "postgres-interval": "^1.1.0"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/pgpass": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/pgpass/-/pgpass-1.0.5.tgz",
+      "integrity": "sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug==",
+      "license": "MIT",
+      "dependencies": {
+        "split2": "^4.1.0"
+      }
+    },
+    "node_modules/postgres-array": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/postgres-array/-/postgres-array-2.0.0.tgz",
+      "integrity": "sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/postgres-bytea": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/postgres-bytea/-/postgres-bytea-1.0.0.tgz",
+      "integrity": "sha512-xy3pmLuQqRBZBXDULy7KbaitYqLcmxigw14Q5sj8QBVLqEwXfeybIKVWiqAXTlcvdvb0+xkOtDbfQMOf4lST1w==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/postgres-date": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/postgres-date/-/postgres-date-1.0.7.tgz",
+      "integrity": "sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/postgres-interval": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/postgres-interval/-/postgres-interval-1.2.0.tgz",
+      "integrity": "sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ==",
+      "license": "MIT",
+      "dependencies": {
+        "xtend": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/punycode": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.3.1.tgz",
+      "integrity": "sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/sparse-bitfield": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/sparse-bitfield/-/sparse-bitfield-3.0.3.tgz",
+      "integrity": "sha512-kvzhi7vqKTfkh0PZU+2D2PIllw2ymqJKujUcyPMd9Y75Nv4nPbGJZXNhxsgdQab2BmlDct1YnfQCguEvHr7VsQ==",
+      "license": "MIT",
+      "dependencies": {
+        "memory-pager": "^1.0.2"
+      }
+    },
+    "node_modules/split2": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/split2/-/split2-4.2.0.tgz",
+      "integrity": "sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">= 10.x"
+      }
+    },
+    "node_modules/tr46": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-5.1.1.tgz",
+      "integrity": "sha512-hdF5ZgjTqgAntKkklYw0R03MG2x/bSzTtkxmIRw/sTNV8YXsCJ1tfLAX23lhxhHJlEf3CRCOCGGWw3vI3GaSPw==",
+      "license": "MIT",
+      "dependencies": {
+        "punycode": "^2.3.1"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/webidl-conversions": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
+      "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==",
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/whatwg-url": {
+      "version": "14.2.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz",
+      "integrity": "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw==",
+      "license": "MIT",
+      "dependencies": {
+        "tr46": "^5.1.0",
+        "webidl-conversions": "^7.0.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.4"
+      }
+    }
+  }
+}
diff --git a/Week3/homework/mongodb/package.json b/Week3/homework/mongodb/package.json
new file mode 100644
index 000000000..a112c10ed
--- /dev/null
+++ b/Week3/homework/mongodb/package.json
@@ -0,0 +1,17 @@
+{
+  "name": "mongodb-crud",
+  "version": "1.0.0",
+  "main": "connectDatabase.js",
+  "type": "module",
+  "scripts": {
+    "start": "node connectDatabase.js"
+  },
+  "author": "hshamsadd",
+  "license": "ISC",
+  "description": "Week 3 Assignment",
+  "dependencies": {
+    "dotenv": "^17.2.2",
+    "mongodb": "^6.19.0",
+    "pg": "^8.16.3"
+  }
+}
diff --git a/Week3/homework/mongodb/seedDatabase.js b/Week3/homework/mongodb/seedDatabase.js
index 99be6b3d8..a04b08f76 100644
--- a/Week3/homework/mongodb/seedDatabase.js
+++ b/Week3/homework/mongodb/seedDatabase.js
@@ -1,4 +1,5 @@
-const data = require("./data.json");
+import { readFileSync } from "fs";
+const data = JSON.parse(readFileSync(new URL("./data.json", import.meta.url)));
 
 /**
  * This function will drop and recreate the collection of sample data in our csv file.
@@ -6,7 +7,7 @@ const data = require("./data.json");
  *
  * @param {MongoClient} client - The client that is connected to your database
  */
-const seedDatabase = async (client) => {
+export const seedDatabase = async (client) => {
   const hasCollection = await client
     .db("databaseWeek3")
     .listCollections({ name: "bob_ross_episodes" })
@@ -45,7 +46,3 @@ const seedDatabase = async (client) => {
     throw Error("The collection `bob_ross_episodes` does not exist!");
   }
 };
-
-module.exports = {
-  seedDatabase,
-};
diff --git a/Week3/homework/mongodb/transaction.js b/Week3/homework/mongodb/transaction.js
new file mode 100644
index 000000000..32f6dd4f9
--- /dev/null
+++ b/Week3/homework/mongodb/transaction.js
@@ -0,0 +1,54 @@
+import pkg from "pg";
+const { Pool } = pkg;
+
+const pool = new Pool({
+  user: "hyfuser",
+  host: "localhost",
+  database: "HYFBank",
+  password: "hyfpassword",
+  port: 5432,
+});
+
+async function transferAmount() {
+  const client = await pool.connect();
+  try {
+    await client.query("BEGIN");
+
+    const transferAmount = 1000;
+
+    // Deduct from account 101
+    await client.query(
+      "UPDATE account SET balance = balance - $1::NUMERIC WHERE account_number = $2",
+      [transferAmount, 101]
+    );
+
+    // Add to account 102
+    await client.query(
+      "UPDATE account SET balance = balance + $1::NUMERIC WHERE account_number = $2",
+      [transferAmount, 102]
+    );
+
+    // Log changes in account_changes table
+    await client.query(
+      `INSERT INTO account_changes (account_number, amount, remark)
+       VALUES
+       ($1, -$2::NUMERIC, 'Transfer to account 102'),
+       ($3, $2::NUMERIC, 'Received from account 101')`,
+      [101, transferAmount, 102]
+    );
+
+    await client.query("COMMIT");
+
+    console.log(
+      `Transferred ${transferAmount} from account 101 to 102 successfully!`
+    );
+  } catch (err) {
+    await client.query("ROLLBACK");
+    console.error("Transaction failed, rolled back.", err);
+  } finally {
+    client.release();
+    await pool.end();
+  }
+}
+
+transferAmount();
diff --git a/Week3/homework/mongodb/transactions-create-tables.js b/Week3/homework/mongodb/transactions-create-tables.js
new file mode 100644
index 000000000..ee28fc648
--- /dev/null
+++ b/Week3/homework/mongodb/transactions-create-tables.js
@@ -0,0 +1,40 @@
+import pkg from "pg";
+const { Pool } = pkg;
+
+const pool = new Pool({
+  user: "hyfuser",
+  host: "localhost",
+  database: "HYFBank",
+  password: "hyfpassword",
+  port: 5432,
+});
+
+async function createTables() {
+  try {
+    await pool.query(`
+      CREATE TABLE IF NOT EXISTS account (
+        account_number INT PRIMARY KEY,
+        balance NUMERIC(12,2) NOT NULL
+      );
+    `);
+
+    // Create account_changes table
+    await pool.query(`
+      CREATE TABLE IF NOT EXISTS account_changes (
+        change_number SERIAL PRIMARY KEY,
+        account_number INT REFERENCES account(account_number),
+        amount NUMERIC(12,2) NOT NULL,
+        changed_date TIMESTAMP DEFAULT NOW(),
+        remark TEXT
+      );
+    `);
+
+    console.log("Tables created successfully!");
+  } catch (err) {
+    console.error(err);
+  } finally {
+    await pool.end();
+  }
+}
+
+createTables();
diff --git a/Week3/homework/mongodb/transactions-insert-values.js b/Week3/homework/mongodb/transactions-insert-values.js
new file mode 100644
index 000000000..d29ac81b8
--- /dev/null
+++ b/Week3/homework/mongodb/transactions-insert-values.js
@@ -0,0 +1,39 @@
+import pkg from "pg";
+const { Pool } = pkg;
+
+const pool = new Pool({
+  user: "hyfuser",
+  host: "localhost",
+  database: "HYFBank",
+  password: "hyfpassword",
+  port: 5432,
+});
+
+async function insertSampleData() {
+  try {
+    // Insert accounts
+    await pool.query(`
+      INSERT INTO account (account_number, balance)
+      VALUES
+        (101, 5000),
+        (102, 3000)
+      ON CONFLICT (account_number) DO NOTHING;
+    `);
+
+    // Insert some initial data
+    await pool.query(`
+      INSERT INTO account_changes (account_number, amount, remark)
+      VALUES
+        (101, 0, 'Initial deposit'),
+        (102, 0, 'Initial deposit')
+    `);
+
+    console.log("Data inserted successfully!");
+  } catch (err) {
+    console.error(err);
+  } finally {
+    await pool.end();
+  }
+}
+
+insertSampleData();
diff --git a/Week4/homework/ex1-aggregation/.gitignore b/Week4/homework/ex1-aggregation/.gitignore
new file mode 100644
index 000000000..3ec544c7a
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/.gitignore
@@ -0,0 +1,2 @@
+node_modules/
+.env
\ No newline at end of file
diff --git a/Week4/homework/ex1-aggregation/connectDatabase.js b/Week4/homework/ex1-aggregation/connectDatabase.js
new file mode 100644
index 000000000..a5a3d7ee0
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/connectDatabase.js
@@ -0,0 +1,26 @@
+import { MongoClient } from "mongodb";
+import dotenv from "dotenv";
+dotenv.config();
+
+let _client = null;
+
+export async function connectToDatabase(dbName) {
+  if (!_client) {
+    const connectionString = process.env.MONGODB_URL;
+    if (!connectionString)
+      throw new Error("MONGODB_URL is not defined in .env");
+    _client = new MongoClient(connectionString);
+    await _client.connect();
+    console.log("✅ MongoDB connected");
+  }
+  const finalDbName = dbName || process.env.DB_NAME || "test";
+  return _client.db(finalDbName);
+}
+
+export async function closeDatabase() {
+  if (_client) {
+    await _client.close();
+    _client = null;
+    console.log("🔒 MongoDB connection closed");
+  }
+}
diff --git a/Week4/homework/ex1-aggregation/imporCsvData.js b/Week4/homework/ex1-aggregation/imporCsvData.js
new file mode 100644
index 000000000..bd5ad1d87
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/imporCsvData.js
@@ -0,0 +1,30 @@
+import fs from "fs";
+import csv from "csv-parser";
+import { connectToDatabase } from "./connectDatabase.js";
+
+export async function importCSV(path = "./population_pyramid_1950-2022.csv") {
+  const db = await connectToDatabase();
+  const collection = db.collection("populations");
+
+  const results = [];
+  return new Promise((resolve, reject) => {
+    fs.createReadStream(path)
+      .pipe(csv())
+      .on("data", (data) => {
+        data.Year = Number(data.Year);
+        data.M = Number(data.M);
+        data.F = Number(data.F);
+        results.push(data);
+      })
+      .on("end", async () => {
+        try {
+          await collection.insertMany(results);
+          console.log("✅ CSV imported successfully");
+          resolve();
+        } catch (err) {
+          reject(err);
+        }
+      })
+      .on("error", (err) => reject(err));
+  });
+}
diff --git a/Week4/homework/ex1-aggregation/main.js b/Week4/homework/ex1-aggregation/main.js
new file mode 100644
index 000000000..e8397886e
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/main.js
@@ -0,0 +1,32 @@
+import { importCSV } from "./imporCsvData.js";
+import {
+  countryPopulation,
+  getContinentsPopulationByYearAndAge,
+} from "./populationQueries.js";
+import { closeDatabase } from "./connectDatabase.js";
+
+async function main() {
+  try {
+    // Import CSV data into the database
+    await importCSV();
+
+    // Netherlands population per year
+    const netherlandsPopulation = await countryPopulation("Netherlands");
+    console.log("✅ Netherlands population per year:");
+    console.log(netherlandsPopulation);
+
+    // Continents population for year & age
+    const continentsPopulation = await getContinentsPopulationByYearAndAge(
+      2020,
+      "100+"
+    );
+    console.log("✅ Continents population for 2020 and age 100+:");
+    console.log(continentsPopulation);
+  } catch (err) {
+    console.error("❌ Error in main:", err);
+  } finally {
+    await closeDatabase();
+  }
+}
+
+main();
diff --git a/Week4/homework/ex1-aggregation/package-lock.json b/Week4/homework/ex1-aggregation/package-lock.json
new file mode 100644
index 000000000..6a83f5fc8
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/package-lock.json
@@ -0,0 +1,189 @@
+{
+  "name": "homework",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "homework",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "csv-parser": "^3.2.0",
+        "dotenv": "^17.2.2",
+        "mongodb": "^6.19.0"
+      }
+    },
+    "node_modules/@mongodb-js/saslprep": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@mongodb-js/saslprep/-/saslprep-1.3.0.tgz",
+      "integrity": "sha512-zlayKCsIjYb7/IdfqxorK5+xUMyi4vOKcFy10wKJYc63NSdKI8mNME+uJqfatkPmOSMMUiojrL58IePKBm3gvQ==",
+      "license": "MIT",
+      "dependencies": {
+        "sparse-bitfield": "^3.0.3"
+      }
+    },
+    "node_modules/@types/webidl-conversions": {
+      "version": "7.0.3",
+      "resolved": "https://registry.npmjs.org/@types/webidl-conversions/-/webidl-conversions-7.0.3.tgz",
+      "integrity": "sha512-CiJJvcRtIgzadHCYXw7dqEnMNRjhGZlYK05Mj9OyktqV8uVT8fD2BFOB7S1uwBE3Kj2Z+4UyPmFw/Ixgw/LAlA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/whatwg-url": {
+      "version": "11.0.5",
+      "resolved": "https://registry.npmjs.org/@types/whatwg-url/-/whatwg-url-11.0.5.tgz",
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+      "license": "Apache-2.0",
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+      "bin": {
+        "csv-parser": "bin/csv-parser"
+      },
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+      "dependencies": {
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+        "webidl-conversions": "^7.0.0"
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+}
diff --git a/Week4/homework/ex1-aggregation/package.json b/Week4/homework/ex1-aggregation/package.json
new file mode 100644
index 000000000..a0d4438ae
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/package.json
@@ -0,0 +1,17 @@
+{
+  "name": "homework",
+  "version": "1.0.0",
+  "main": "main.js",
+  "type": "module",
+  "scripts": {
+    "start": "node main.js"
+  },
+  "author": "hshamsadd",
+  "license": "ISC",
+  "description": "",
+  "dependencies": {
+    "csv-parser": "^3.2.0",
+    "dotenv": "^17.2.2",
+    "mongodb": "^6.19.0"
+  }
+}
diff --git a/Week4/homework/ex1-aggregation/populationQueries.js b/Week4/homework/ex1-aggregation/populationQueries.js
new file mode 100644
index 000000000..6382b3050
--- /dev/null
+++ b/Week4/homework/ex1-aggregation/populationQueries.js
@@ -0,0 +1,75 @@
+import { connectToDatabase } from "./connectDatabase.js";
+
+// Total population per year for a country
+export async function countryPopulation(country) {
+  try {
+    const db = await connectToDatabase();
+    const collection = db.collection("populations");
+    const result = await collection
+      .aggregate([
+        { $match: { Country: country } },
+        {
+          $group: {
+            _id: "$Year",
+            countPopulation: { $sum: { $add: ["$M", "$F"] } },
+          },
+        },
+        { $sort: { _id: 1 } },
+      ])
+      .toArray();
+    return result;
+  } catch (err) {
+    console.error("❌ Error in countryPopulation:", err);
+    throw err;
+  }
+}
+
+// Continents population with TotalPopulation
+export async function getContinentsPopulationByYearAndAge(year, age) {
+  try {
+    const db = await connectToDatabase();
+    const collection = db.collection("populations");
+
+    const continents = [
+      "AFRICA",
+      "ASIA",
+      "EUROPE",
+      "OCEANIA",
+      "NORTHERN AMERICA",
+      "LATIN AMERICA AND THE CARIBBEAN",
+      "ANTARCTICA",
+    ];
+
+    const result = await collection
+      .aggregate([
+        {
+          $match: {
+            Year: year,
+            Age: age,
+            Country: { $in: continents },
+          },
+        },
+        {
+          $group: {
+            _id: "$Country",
+            Year: { $first: "$Year" },
+            Age: { $first: "$Age" },
+            M: { $sum: "$M" },
+            F: { $sum: "$F" },
+          },
+        },
+        {
+          $addFields: {
+            TotalPopulation: { $add: ["$M", "$F"] },
+          },
+        },
+        { $sort: { _id: 1 } },
+      ])
+      .toArray();
+
+    return result;
+  } catch (err) {
+    console.error("❌ Error in getContinentsPopulationByYearAndAge:", err);
+    throw err;
+  }
+}
diff --git a/Week4/homework/ex2-transactions/.gitignore b/Week4/homework/ex2-transactions/.gitignore
new file mode 100644
index 000000000..3ec544c7a
--- /dev/null
+++ b/Week4/homework/ex2-transactions/.gitignore
@@ -0,0 +1,2 @@
+node_modules/
+.env
\ No newline at end of file
diff --git a/Week4/homework/ex2-transactions/connectDatabase.js b/Week4/homework/ex2-transactions/connectDatabase.js
new file mode 100644
index 000000000..3ed225464
--- /dev/null
+++ b/Week4/homework/ex2-transactions/connectDatabase.js
@@ -0,0 +1,27 @@
+import { MongoClient } from "mongodb";
+import dotenv from "dotenv";
+dotenv.config();
+
+let _client = null;
+
+export async function connectToDatabase(dbName) {
+  if (!_client) {
+    const connectionString = process.env.MONGODB_URL;
+    if (!connectionString)
+      throw new Error("MONGODB_URL is not defined in .env");
+    _client = new MongoClient(connectionString);
+    await _client.connect();
+    console.log("✅ MongoDB connected");
+  }
+  const finalDbName = dbName || process.env.DB_NAME || "test";
+  const db = _client.db(finalDbName);
+  return { db, client: _client };
+}
+
+export async function closeDatabase() {
+  if (_client) {
+    await _client.close();
+    _client = null;
+    console.log("🔒 MongoDB connection closed");
+  }
+}
diff --git a/Week4/homework/ex2-transactions/index.js b/Week4/homework/ex2-transactions/index.js
new file mode 100644
index 000000000..143881ee0
--- /dev/null
+++ b/Week4/homework/ex2-transactions/index.js
@@ -0,0 +1,25 @@
+import { connectToDatabase, closeDatabase } from "./connectDatabase.js";
+import { setupAccounts } from "./setup.js";
+import { transfer } from "./transfer.js";
+
+async function main() {
+  try {
+    // Step 1: Setup sample accounts
+    await setupAccounts();
+
+    // Step 2: Transfer 1000 from account 101 to account 102
+    await transfer(101, 102, 1000, "Test transfer");
+
+    // Step 3: Fetch and log accounts to verify
+    const { db } = await connectToDatabase("databaseWeek4");
+    const accounts = await db.collection("accounts").find().toArray();
+    console.log(accounts);
+  } catch (err) {
+    console.error("❌ Error in main:", err.message);
+  } finally {
+    // Always close the DB connection at the end
+    await closeDatabase();
+  }
+}
+
+main();
diff --git a/Week4/homework/ex2-transactions/package-lock.json b/Week4/homework/ex2-transactions/package-lock.json
new file mode 100644
index 000000000..8569b137f
--- /dev/null
+++ b/Week4/homework/ex2-transactions/package-lock.json
@@ -0,0 +1,176 @@
+{
+  "name": "ex2-transactions",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "ex2-transactions",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "dotenv": "^17.2.2",
+        "mongodb": "^6.19.0"
+      }
+    },
+    "node_modules/@mongodb-js/saslprep": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@mongodb-js/saslprep/-/saslprep-1.3.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "sparse-bitfield": "^3.0.3"
+      }
+    },
+    "node_modules/@types/webidl-conversions": {
+      "version": "7.0.3",
+      "resolved": "https://registry.npmjs.org/@types/webidl-conversions/-/webidl-conversions-7.0.3.tgz",
+      "integrity": "sha512-CiJJvcRtIgzadHCYXw7dqEnMNRjhGZlYK05Mj9OyktqV8uVT8fD2BFOB7S1uwBE3Kj2Z+4UyPmFw/Ixgw/LAlA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/whatwg-url": {
+      "version": "11.0.5",
+      "resolved": "https://registry.npmjs.org/@types/whatwg-url/-/whatwg-url-11.0.5.tgz",
+      "integrity": "sha512-coYR071JRaHa+xoEvvYqvnIHaVqaYrLPbsufM9BF63HkwI5Lgmy2QR8Q5K/lYDYo5AK82wOvSOS0UsLTpTG7uQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/webidl-conversions": "*"
+      }
+    },
+    "node_modules/bson": {
+      "version": "6.10.4",
+      "resolved": "https://registry.npmjs.org/bson/-/bson-6.10.4.tgz",
+      "integrity": "sha512-WIsKqkSC0ABoBJuT1LEX+2HEvNmNKKgnTAyd0fL8qzK4SH2i9NXg+t08YtdZp/V9IZ33cxe3iV4yM0qg8lMQng==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=16.20.1"
+      }
+    },
+    "node_modules/dotenv": {
+      "version": "17.2.2",
+      "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-17.2.2.tgz",
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+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://dotenvx.com"
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+    "node_modules/memory-pager": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/memory-pager/-/memory-pager-1.5.0.tgz",
+      "integrity": "sha512-ZS4Bp4r/Zoeq6+NLJpP+0Zzm0pR8whtGPf1XExKLJBAczGMnSi3It14OiNCStjQjM6NU1okjQGSxgEZN8eBYKg==",
+      "license": "MIT"
+    },
+    "node_modules/mongodb": {
+      "version": "6.19.0",
+      "resolved": "https://registry.npmjs.org/mongodb/-/mongodb-6.19.0.tgz",
+      "integrity": "sha512-H3GtYujOJdeKIMLKBT9PwlDhGrQfplABNF1G904w6r5ZXKWyv77aB0X9B+rhmaAwjtllHzaEkvi9mkGVZxs2Bw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@mongodb-js/saslprep": "^1.1.9",
+        "bson": "^6.10.4",
+        "mongodb-connection-string-url": "^3.0.0"
+      },
+      "engines": {
+        "node": ">=16.20.1"
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+        "@aws-sdk/credential-providers": "^3.188.0",
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+        "kerberos": "^2.0.1",
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+        "snappy": "^7.3.2",
+        "socks": "^2.7.1"
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+      "peerDependenciesMeta": {
+        "@aws-sdk/credential-providers": {
+          "optional": true
+        },
+        "@mongodb-js/zstd": {
+          "optional": true
+        },
+        "gcp-metadata": {
+          "optional": true
+        },
+        "kerberos": {
+          "optional": true
+        },
+        "mongodb-client-encryption": {
+          "optional": true
+        },
+        "snappy": {
+          "optional": true
+        },
+        "socks": {
+          "optional": true
+        }
+      }
+    },
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@types/whatwg-url": "^11.0.2",
+        "whatwg-url": "^14.1.0 || ^13.0.0"
+      }
+    },
+    "node_modules/punycode": {
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+      "license": "MIT",
+      "engines": {
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+      "license": "MIT",
+      "dependencies": {
+        "memory-pager": "^1.0.2"
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+      "dependencies": {
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+      "engines": {
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+      "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==",
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/whatwg-url": {
+      "version": "14.2.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz",
+      "integrity": "sha512-De72GdQZzNTUBBChsXueQUnPKDkg/5A5zp7pFDuQAj5UFoENpiACU0wlCvzpAGnTkj++ihpKwKyYewn/XNUbKw==",
+      "license": "MIT",
+      "dependencies": {
+        "tr46": "^5.1.0",
+        "webidl-conversions": "^7.0.0"
+      },
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+      }
+    }
+  }
+}
diff --git a/Week4/homework/ex2-transactions/package.json b/Week4/homework/ex2-transactions/package.json
new file mode 100644
index 000000000..4aa3459c7
--- /dev/null
+++ b/Week4/homework/ex2-transactions/package.json
@@ -0,0 +1,16 @@
+{
+  "name": "ex2-transactions",
+  "version": "1.0.0",
+  "main": "index.js",
+  "type": "module",
+  "scripts": {
+    "start": "node index.js"
+  },
+  "author": "",
+  "license": "ISC",
+  "description": "",
+  "dependencies": {
+    "dotenv": "^17.2.2",
+    "mongodb": "^6.19.0"
+  }
+}
diff --git a/Week4/homework/ex2-transactions/setup.js b/Week4/homework/ex2-transactions/setup.js
new file mode 100644
index 000000000..047059760
--- /dev/null
+++ b/Week4/homework/ex2-transactions/setup.js
@@ -0,0 +1,47 @@
+import { connectToDatabase } from "./connectDatabase.js";
+
+export async function setupAccounts() {
+  const { db } = await connectToDatabase("databaseWeek4"); // destructure db from the connection object
+  const accounts = db.collection("accounts");
+
+  // Clean up existing data
+  await accounts.deleteMany({});
+
+  // Add sample data
+  const sampleAccounts = [
+    {
+      account_number: 101,
+      balance: 5000,
+      account_changes: [
+        {
+          change_number: 1,
+          amount: 5000,
+          changed_date: new Date(),
+          remark: "Initial deposit",
+        },
+      ],
+    },
+    {
+      account_number: 102,
+      balance: 3000,
+      account_changes: [
+        {
+          change_number: 1,
+          amount: 3000,
+          changed_date: new Date(),
+          remark: "Initial deposit",
+        },
+      ],
+    },
+  ];
+
+  await accounts.insertMany(sampleAccounts);
+  console.log("✅ Accounts setup complete!");
+}
+
+// To run directly (optional)
+if (process.argv[1].endsWith("setup.js")) {
+  setupAccounts().then(() => process.exit(0));
+}
+
+// To excute this file in the terminal: node setup.js
diff --git a/Week4/homework/ex2-transactions/transfer.js b/Week4/homework/ex2-transactions/transfer.js
new file mode 100644
index 000000000..2699e4600
--- /dev/null
+++ b/Week4/homework/ex2-transactions/transfer.js
@@ -0,0 +1,80 @@
+import { connectToDatabase } from "./connectDatabase.js";
+
+// Function to transfer amount between two accounts with transaction handling
+export async function transfer(fromAccount, toAccount, amount, remark) {
+  // Connect to the database and get the accounts collection
+  const { db, client } = await connectToDatabase("databaseWeek4");
+  // Get the accounts collection
+  const accounts = db.collection("accounts");
+  // Start a client session for transaction
+  const session = client.startSession();
+
+  // Start a transaction
+  try {
+    session.startTransaction();
+
+    // Fetch both accounts
+    // Use Promise.all to fetch them in parallel
+    const [from, to] = await Promise.all([
+      accounts.findOne({ account_number: fromAccount }, { session }),
+      accounts.findOne({ account_number: toAccount }, { session }),
+    ]);
+    // Validate accounts and balance
+    if (!from || !to) throw new Error("One or both accounts not found.");
+    if (from.balance < amount) throw new Error("Insufficient funds.");
+
+    // Prepare change_number
+    // Use optional chaining and nullish coalescing to handle empty account_changes
+    const fromChangeNum = (from.account_changes.at(-1)?.change_number || 0) + 1;
+    const toChangeNum = (to.account_changes.at(-1)?.change_number || 0) + 1;
+
+    // Perform updates
+    // Use Promise.all to perform updates in parallel
+    await Promise.all([
+      accounts.updateOne(
+        { account_number: fromAccount },
+        {
+          $inc: { balance: -amount },
+          $push: {
+            account_changes: {
+              change_number: fromChangeNum,
+              amount: -amount,
+              changed_date: new Date(),
+              remark: `Transfer to ${toAccount}: ${remark}`,
+            },
+          },
+        },
+        { session }
+      ),
+      // Update the recipient account
+      accounts.updateOne(
+        { account_number: toAccount },
+        {
+          $inc: { balance: amount },
+          $push: {
+            account_changes: {
+              change_number: toChangeNum,
+              amount: amount,
+              changed_date: new Date(),
+              remark: `Transfer from ${fromAccount}: ${remark}`,
+            },
+          },
+        },
+        { session }
+      ),
+    ]);
+    // Commit the transaction
+    await session.commitTransaction();
+    console.log(
+      `✅ Transferred ${amount} from ${fromAccount} to ${toAccount}.`
+    );
+  } catch (err) {
+    // Abort the transaction on error
+    await session.abortTransaction();
+    console.error("❌ Transfer failed:", err.message);
+    throw err; // Re-throw the error after aborting the transaction
+  } finally {
+    // End the session
+    await session.endSession();
+  }
+}