Sai Zhang's repositories
Analytic-Projects-in-Python-EDA
There are several exploratory data analysis (EDA) analyzes in this file. More data analytics and business approached than machine learning.
Machine-Learning-projects
Supervised Learning and Unsupervised Learning Projects by using Python Scikit-Learn
A-B-tests-different-ways-to-do-it
I will include different A/B test by using different ways, and different statistical approaches.
Airbnb-challenge
Comparing the Boston and Seattle Airbnb accommodation information, find the most relevant features to predict the price. Supervised Learning will be used for model buidling
Analytic-Projects-in-R
Data analysis and Supervised Learning by using R programming
Deep-Learning-Projects
Deep Learning and AI project by using Python Keras and Tensorflow
elspy
a test
ETL_ML_NLP-Pipeline-building
Build ETL and ML pipeline for a real case(Disaster Response) by applying data engineering knowledge, build NLP pipeline for text mining.
Kaggle-Competitions
The projects that I participate in Kaggle
OOP-advanced-jan2020
A Deep Dive into Object Oriented Programming in Python
Python-installation-troubleshooting
I collect some issues it might be happened when we install the Anaconda or some libraries.
Recommendation-system-projects
There are several recommendation system projects I have done by using different models.
schemachange
A Database Change Management tool for Snowflake
Starbuck-promotion-analysis-and-prediction
Starbuck wants to know how do the 3 types of promtions work through their mobile app. Knowing better about their customers to be able to change their strategy.