Jon Atala's starred repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
system-design-algorithms
Advanced data structure and algorithm for system design，系统设计需要了解的算法
awesome-system-design-resources
Learn System Design concepts and prepare for interviews using free resources.
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
CreditScoring
Petit example of credit scoring analysis
public-apis
A collective list of free APIs
awesome-ml-blogs
Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps
nlp-demystified
Code and data for Natural Language Processing Demystified
nlp-from-scratch-assignment-2022
An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch
lowresource-nlp-bootcamp-2020
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
English_Yoruba_Transformer
create an english to yoruba translation model using transformer
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
handson-ml3
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.
data-science-interviews
Data science interview questions and answers
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)