Zhi Li's repositories
Genism-word2vec
This is a tutorial for generating word embedding with genism word2vec model
CA-AQI-Prediction
Distributed Computing Project: Predicted California daily AQI by Big Data technology (MongoDB, Apache Spark, AWS) and Machine Learning models.
Melbourne-Airbnb-Marketing-Analysis
This project used data visualization methods for Melbourne Airbnb Marketing Analysis
Bankruptcy-Time-Series
Built both univariate and multivariate time series models to predict monthly Canadian National Bankruptcy Rates.
course-nlp
A Code-First Introduction to NLP course
DeepVision
An comlete web product that enables companies with limited machine learning expertise employees to train high-qualifty images classification models
GWAS-Analysis
Genome Wide Association Study of historical CIMMYT wheat lines
Isolation_Forest
Constructed Isolation Forest Algorithm from scratch in Python and applied it to anomaly detection
ML-notebooks
Here are notebooks for the advanced machine learning course for MSDS at USF.
ML_Algorithm
This the hand written implementation of Machine learning Algorithms
Online-Auction-Bidder-Classification
Built multiple Machine Learning models(Logistic Regression, Random Forest, XGBoosting) to run binary classification for the bidder type .
sphinx_example
The implementation of sphinx to auto generate documentation
Travel-Time-Calculation-with-Google-API
Using Google Maps API to compute times between geographical locations
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