Chong Tang's repositories
chongtang.github.io
This is my homepage.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
azure-rest-api-specs
The source for REST API specifications for Microsoft Azure.
BotBuilder-Samples
Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK!
CrackingMachineLearningInterview
A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews
design-patterns-for-humans
An ultra-simplified explanation to design patterns
handson-ml2
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.
interviews
Everything you need to know to get the job.
java-design-patterns
Design patterns implemented in Java
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
machine-learning-systems-design
A booklet on machine learning systems design with exercises
machine_learning_basics
Plain python implementations of basic machine learning algorithms
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ml-engineer-roadmap
WIP: Roadmap to becoming a machine learning engineer in 2020
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
ml-system-design-pattern
System design patterns for machine learning
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
python-patterns
A collection of design patterns/idioms in Python
system-design-interview
System design interview for IT companies
system_design
Preparation links and resources for system design questions
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials