📖These are the concept drift datasets we made, and we open-source the data and corresponding interfaces. Welcome to use them for free if there is a need.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A list of (post-hoc) XAI for time series

Solutions to LeetCode problems, training for technical interviews.

All Algorithms implemented in Python

Classical equations and diagrams in machine learning

Machine Learning and Computer Vision Engineer - Technical Interview Questions

100 Days of ML Coding

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

Predictive Bi-Clustering Trees for Hierarchical Multi-label Classification

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

Code repository for O'Reilly book

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

This is Andrew NG Coursera Handwritten Notes.

Linguagem de programação em português, simples e moderna

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

🔥 Machine Learning Notebooks

📺 Discover the latest machine learning / AI courses on YouTube.

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Particle Swarm Optimization of MLP neural networks

Easily generate flowcharts and diagrams from text ⿻

A collection of awesome readme templates to display on your profile

List of Data Science Cheatsheets to rule the world

Cheat Sheets

An ultra-simplified explanation to design patterns

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

Simple python module that pretty-prints a binary tree to the command line. Useful for testing.

Git commit message: how to write a great git commit message and commit template for version control

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