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awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

business-analytics

Data Analytics, Statistics, Visualization (R / Python)

churnclassification

data-science-from-scratch

code for Data Science From Scratch book

dataquest

Guided projects @dataquest.io

hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

intro2stats

Introduction to Statistics using Python

islr-python

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

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

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

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pixelart

python-programming-exercises

100+ Python challenging programming exercises

python-reference

Python Quick Reference

reflections

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

solutions

Solutions for projects.

sql

Summary of SQL Challenges / Examples