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/Machine-Learning-and-Data-Science
ML and DS books and articles
DrMichaelWang/Kaggle_Cancer_Project
Kaggle competition project "Personalized Medicine: Redefining Cancer Treatment" where machine learning is used to classify genetic mutations for cancer treatment. The conventional way of doing such task by means of manual classification requires tremendous time, efforts, and domain expertise. The natural language processing (NLP) techniques were utilized to develop pipeline. Tremendous efforts in feature engineering was made, and a XGBoost-based ensembling classification model was constructed. A remarkable Top 10% ranking has been achieved on Kaggle leaderboard and I keep working to further improve the performance of the model.
DrMichaelWang/Leetcode-Database-Solutions-with-SQL
My solutions (SQL scripts) to some of the leetcode database questions
DrMichaelWang/algorithms-and-data-structures
algorithms and data structures studying materials
DrMichaelWang/Artifical_Neural_Network
ANN practices
DrMichaelWang/build-your-own-x
🤓 Build your own (insert technology here)
DrMichaelWang/cdips17
The Data Science Workshop is a three-week program where small teams of graduate students and postdocs are paired with mentors from industry to analyze an outstanding problem in data science. This is our fifth year of the workshop, and the last four workshops have been a huge success.
DrMichaelWang/coding-interview-university
A complete computer science study plan to become a software engineer.
DrMichaelWang/Data-Project-Iris-Flowers
DrMichaelWang/Data-Project-Tic-Tac-Toe-Game
DrMichaelWang/deep-learning-models
Keras code and weights files for popular deep learning models.
DrMichaelWang/DeepRec
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
DrMichaelWang/HsuanTienLin_MachineLearning
DrMichaelWang/interview-algothims
interview-algothims
DrMichaelWang/javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
DrMichaelWang/Kaggle-Project---Don-t-Get-Kicked-
One of the biggest challenges of an auto dealership purchasing a used car at an auto auction is the risk of that the vehicle might have serious issues that prevent it from being sold to customers. The auto community calls these unfortunate purchases "kicks". The challenge of this competition is to predict if the car purchased at the Auction is a Kick (bad buy).
DrMichaelWang/keras-data-generator
Template for data generator in Keras
DrMichaelWang/lecture-reference
References in a lecture series.
DrMichaelWang/Leetcode-Algorithm-Solutions-in-Python
My solutions (Python scripts and Jupyter notebooks) to some of the leetcode algorithms questions
DrMichaelWang/machine-learning-systems-design
A booklet on machine learning systems design with exercises
DrMichaelWang/mytestrepo
it is a test
DrMichaelWang/probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
DrMichaelWang/quant-resources
resources of quantitative trading
DrMichaelWang/sec-chart
安全思维导图集合
DrMichaelWang/stanford-cs-221-artificial-intelligence
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
DrMichaelWang/the-art-of-command-line
Master the command line, in one page
DrMichaelWang/theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
DrMichaelWang/XGBoost
XGBoost practices
DrMichaelWang/YAD2K
YAD2K: Yet Another Darknet 2 Keras
DrMichaelWang/zh-google-styleguide
Google 开源项目风格指南 (中文版)