19 lines (11 loc) · 583 Bytes

PracticeAndReview

Contains materials for personal practice and review

Keras

Following: https://www.datacamp.com/community/tutorials/deep-learning-python

Machine Learning Coursera

Week 2 - Linear Regression, Feature Normalization, Gradient Descent, Normal Equations
Week 3 - Logistic Regression, Regularization
Week 4 - Multiclass Logistic Regression, Neural Net to predict handwritten digits
Week 5 - Implementation of backpropogation

SQL Practice - sqlzoo.net Tutorials

Covers Selects, Joins, Views, Constraints, Table Management, and more.