Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

🏋️ Python / Modern C++ Solutions of All 3003 LeetCode Problems (Weekly Update)

Text and supporting code for Think Stats, 2nd Edition

Notes on books I read, talks I watch, articles I study, and papers I love

Practical Python Programming (course by @dabeaz)

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

All Algorithms implemented in Python

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀

Let's build a data pipeline!

A free, open source, Bootstrap admin theme created by Start Bootstrap

An ongoing repository of data on coronavirus cases and deaths in the U.S.

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

💯 Materials to help you rock your next coding interview

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

Code from the book Fighting Churn With Data

Create HTML profiling reports from pandas DataFrame objects

ECS Reference Architecture for creating a flexible and scalable deployment pipeline to Amazon ECS using AWS CodePipeline

An interactive git visualization to challenge and educate!

A collection of useful .gitignore templates

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

A unified approach to explain the output of any machine learning model.

A curated list of awesome Python frameworks, libraries, software and resources

Plotly's Documentation

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