Machine Learning from scratch

Simple Linear Regression

Do read my blog :)

Implemented from scratch :) Used to predict the salary of an employee based on his experience

Multivariate Linear Regression

Do read my blog :)

Predicted Fuel consumptions using Multivariate Linear Regression !

Neural Network

Implemented from scratch :)

Recommender Systems

Implemented an interactive jupyter notebook to demonstrate content based filtering and collaborative filtering.

References

• Andrew NGs Machine Learning Course
• http://anwarruff.com/tag/linear-regression/
• A Neural Network in 11 lines of code

Thanks for reading :)