My-adventure-into-Machine Learning

What started to be a notepad for understanding Markov Chains I will continue to document my process of learning popular Machine Learning Algorithms.

Markov Chain Monte Carlo with Bayesian Inference

Attached python file "notes_on_inference.py" is my notebook on how to use Markov Chain Monte Carlo to update one's belief after seeing particular evidence.

Kaggle's Instacart data with Gradient Boost Machine

Python's files show my use of H2O.ai library for training gradient boost machine on data from past Kaggle's contest.