Rakesh Kumar's repositories
pandas-cookbook
Recipes for using Python's pandas library
100-pandas-puzzles
100 short data puzzles for pandas, ranging from very easy to super tricky (55% complete)
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
django-rest-framework
http://www.django-rest-framework.org/tutorial/1-serialization/
free-programming-books
:books: Freely available programming books
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
JavaScript30projects
source https://javascript30.com/
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
machinelearning-IRC-freenode
Community repo for the ##machinelearning IRC channel on Freenode
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
programming-talks
Awesome & interesting talks about programming
project-based-learning
Curated list of project-based tutorials
Projects-Solutions
:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
react-basic
A description of the conceptual model of React without implementation burden.
Tax-Calculator
Calculates take-home pay based on CTC, or vice-versa, for both employees and consultants