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Madhavan Ramani's Projects

100-pandas-puzzles icon 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

30-days-of-python icon 30-days-of-python

30 days of Python programming challenge is a step by step guide to learn Python programming language in 30 days.

aind icon aind

Artificial Intelligence Engineer Nanodegree projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

alphapy icon alphapy

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bokeh icon bokeh

Interactive Web Plotting for Python

book_list icon book_list

Python, Machine Learning, Deep Learning and Data Science Books

cloud-python icon cloud-python

Deploying Python for Data Analytics and Jupyter Notebook in the Cloud.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science icon data-science

Collection of useful data science topics along with code and articles

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