DrMichaelWang
advanced skills in AI, machine learning and data science can be readily applied to the fields of blockchain/crypto, Web3, fintech, AdTech, investment, & beyond
Silicon Valley
Pinned Repositories
Business-Consulting
Stragetic Consulting case books and study guides
CFD-Simulation-with-MATLAB-Finite-Element-Analysis-and-Finite-Difference-Analysis
Analytical modeling with 3D Navier-Stokes theory and CFD simulation with finite difference grid using MATLAB and finite element analysis using ABAQUS
Data-Project-Alice-in-Wonderland-Book
Data-Project__Stock-Market-Analysis
Stock analysis of APPLE, GOOGLE, MICROSOFT, AMAZON in the past year with data from Google Finance
Data-Project__Titanic-Machine-Learning-from-disaster
Predict survival on the Titanic using basic machine learning skills
Fate-and-Transport-Modeling-of-Ecosystem-and-Watershed
Part of the materials used in the graduate course on watershed-scale fate and transport modeling
Linear-Algebra
Linear algebra books and study materials
Python-Udemy-Masterclass
jupyter notebook files; python scripts; python projects
SQL-Udemy-Masterclass
SQL scripts in the Udemy Masterclass, PostgreSQL
Statistics
Statistics books and studying materials
DrMichaelWang's Repositories
DrMichaelWang/DeepLearning
深度学习、强化学习、模仿学习与机器人
DrMichaelWang/Pytorch-API-and-Tutorials-CN
DrMichaelWang/introducing-python
An introduction to Python
DrMichaelWang/ant-learn-tensorflow
学习tensorflow
DrMichaelWang/Python-1
All Algorithms implemented in Python
DrMichaelWang/workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
DrMichaelWang/market-toolkit
A collection of stock market resources and tools
DrMichaelWang/algorithm-pattern
算法模板,最科学的刷题方式,最快速的刷题路径,你值得拥有~
DrMichaelWang/reverse-interview
Questions to ask the company during your interview
DrMichaelWang/ant-learn-recsys
推荐系统从入门到实战
DrMichaelWang/keras
Deep Learning for humans
DrMichaelWang/free-books
互联网上的免费书籍
DrMichaelWang/short
URL shortening service written in Go and React
DrMichaelWang/leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)
DrMichaelWang/longformer
Longformer: The Long-Document Transformer
DrMichaelWang/weekly.manong.io
码农周刊 - 史上最全的编程学习资料合集(持续更新)
DrMichaelWang/system-design-interview
System design interview for IT companies
DrMichaelWang/Python-100-Days
Python - 100天从新手到大师
DrMichaelWang/Machine-Learning-Book
《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!
DrMichaelWang/Machine-Learning-Notes
周志华《机器学习》手推笔记
DrMichaelWang/Computer-Science-Reference-Books
"The question of whether a computer can think is no more interesting than the question of whether a submarine can swim." ― Edsger W. Dijkstra
DrMichaelWang/mldl
Machine Learning and Deep Learning Resources
DrMichaelWang/Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
DrMichaelWang/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
DrMichaelWang/stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
DrMichaelWang/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
DrMichaelWang/leetcode-python
Leetcode Python Solution and Explanation. Also a Guide to Prepare for Software Engineer Interview.
DrMichaelWang/gitignore
A collection of useful .gitignore templates
DrMichaelWang/public-apis
A collective list of free APIs for use in software and web development.
DrMichaelWang/ohmyzsh
🙃 A delightful community-driven (with 1500+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.