AI and Machine Learning Blog

Welcome to my blog, here you will find articles covering a range of machine learning topics, from tutorials to theory.

Google link:

https://docs.google.com/presentation/d/1gL6RiLkVILo-S7NqPYp6V49zQEYbwKY0RBbDW2vHyXw/edit?usp=sharing

Featured Posts

Data Science Projects

Automotive Sentiment Analysis
Time Series with Neural Networks

Statistics and Probability Notes

Probability Calculus and Bayes Theorem
Gaussian Integrals

Machine Learning Notes

Precision, Recall and all that
Bias-Variance Decomposition

Useful Machine Learning Resources:

The following links have been very useful or interesting to learn from

• A high-bias, low-variance introduction to Machine Learning for physicists: ArXiv 1803.08823
• Machine learning lectures for physicists
• Stanford Deep Learning Cheatsheet
• An Introduction to Deep Reinforcement Learning
• Machine Learning for Many Body Physics: Perimeter Institute Lectures