bzamith

system-design-primer

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

Python

All Algorithms implemented in Python

design-patterns-for-humans

An ultra-simplified explanation to design patterns

100-Days-Of-ML-Code

100 Days of ML Coding

xgboost

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

ML-YouTube-Courses

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

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

Awesome-Profile-README-templates

A collection of awesome readme templates to display on your profile

machine-learning-interview

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

awful-ai

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

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

FriendsDontLetFriends

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

tsai

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

zguide

Learning and Using ØMQ

ML-Notebooks

:fire: Machine Learning Notebooks

flowchart-fun

Easily generate flowcharts and diagrams from text ⿻

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

python-causality-handbook

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

practical-statistics-for-data-scientists

Code repository for O'Reilly book

Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

git-commit-message

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

egua

Linguagem de programação em português, simples e moderna

Data-Science--Cheat-Sheet

Cheat Sheets

mlops-e2e

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

pretty-print-binary-tree

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

pso-mlp

Particle Swarm Optimization of MLP neural networks

graphtheory2018

Clus-PBCT-HMC

Predictive Bi-Clustering Trees for Hierarchical Multi-label Classification

smartbathroom

Model-Building-and-Validation