YihuiZhou's repositories
Natural-Language-Processing-Project-
NLP project to build TF-IDF, LDA, K-means models
A-B-Test-Practice-Udacity-
A practice notebook on A/B Test, materials from Udacity
Airbnb-Optimal-Pricing-project-
Group project on optimal pricing for Airbnb listings
CIFAR-10-CIFAR-100-image-recognition
Computer vision, image classification project using deep learning CNN with keras, tensorflow
Cryptocurrencies-Database-Design
Designed database for Cryptocurrencies and realized entire user flows on top of MySQL
Event-Search-Webpage-Project-
A full stack project on designing an event search page for users to search events and purchase tickets, powered by machine learning algorithms.
Fraud-Detection-Project-
Fraud detection project for E-commerce platform
Times-Series-analysis
Time Series analysis on Co2 emissions
Amazon.com-Ranking-Algorithm-Project
Work related project on marketplace ranking on Amazon.com
Customer-Churn-prediction-project-
A project on predicting whether a customer is going to churn services or not
Data-Exploration-Analysis-
Data Exploration Analysis Exercises
Data-Visualization-
Data Visualization code repository
Data-Visualization-in-Matplotlib-and-Seaborn-Code-Base
Code Base required for course INFO215
Data-Visualization-Plot-Base
A Plot base for 10+ kinds of charts generated by Tableau, Course Data Visualization INFO215
Foreign-Exchange-Machine-Learning-Models-
Applied machine learning models to foreign exchange currencies
K-means
San Francisco Crime Analysis using K means
Machine-Learning-at-Computer-Science-Department-CMPE-
Projects and assignments from machine learning class, Computer Science Department
MNIST-dataset-with-deep-learning-
Using keras, tensorflow on MNIST dataset
Movie-Recommendation-Project-
Movie Recommendation project implemented on Spark and deep learning
Online-advertising-click-through-rate-prediction
Click through rate prediction project offered by Avazu (Kaggle Competition)
Readling-List-
Reading materials for Machine Learning, Data Science, Statistics
SJSU-BUS_project
Course project at San Jose State University
Supply-Chain-Demand-Forecast
Predicted sku demand for global pharmacy
Tensorflow-Basics
A project showing the basics of Tensorflow
Youtube-Comments-Semantic-Analysis---a-NLP-project-
Natural Language Processing project