Rahul Raina's repositories
2015
Public material for CS109
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
data-science
:bar_chart: Path to a free self-taught education in Data Science!
first-step
Hello World. Getting familiar with Github. Resource for sharing with others
free-programming-books
:books: Freely available programming books
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
Learn_Data_Science_in_3_Months
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
learning-spark
Example code from Learning Spark book
LoanDefault-Prediction
Lending Club Loan data analysis
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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_exercises
Practice your pandas skills!
practical-python
Practical Python Programming (course by @dabeaz)
programming-music
A collective list of music to listen to while programming
Projects
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
python-training
Python training for business analysts and traders
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
vininfo
Extracts useful information from Vehicle Identification Number (VIN)