Rakesh Kumar's repositories

pandas-cookbook

Recipes for using Python's pandas library

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100-pandas-puzzles

100 short data puzzles for pandas, ranging from very easy to super tricky (55% complete)

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ai

Repo for work for AI Survey

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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CloudBot

CloudBot - The simple, fast, expandable, open-source Python IRC Bot!

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computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

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django

The Web framework for perfectionists with deadlines.

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django-rest-framework

http://www.django-rest-framework.org/tutorial/1-serialization/

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free-programming-books

:books: Freely available programming books

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ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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JavaScript30projects

source https://javascript30.com/

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jupyter

Jupyter metapackage for installation, docs and chat

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machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

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machinelearning-IRC-freenode

Community repo for the ##machinelearning IRC channel on Freenode

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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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 ;)

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programming-talks

Awesome & interesting talks about programming

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project-based-learning

Curated list of project-based tutorials

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Projects-Solutions

:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)

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python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

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PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

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react-basic

A description of the conceptual model of React without implementation burden.

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Tax-Calculator

Calculates take-home pay based on CTC, or vice-versa, for both employees and consultants

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