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ab_testing_platform

This python notebook is designed to conduct A/B testing on web log in data.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

bax452

Dataset Collection: This is the repository to collect the dataset I have been using for previous projects.

chen2870.github.io

clustering_student_performance_project

This Student Performance Evaluation Project is to utilize student personal information including exam scores, gender, ethnicity, test preparation, parental level of education and lunch nutrition information to explore the solutions to improve student math exam performance.

cyberpunk

This is a sentiment analysis of Cyberpunk 2077 user reviews.

digital_recognition

This project is to utilize Keras and recognize handwriting digits.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

eda_clustering_nba_players

This project is to utilize NBA players data to conduct EDA analysis and cluster NBA players using KNN method.

mapreduce

This notebook is to utilize MapReduce method to detect the number of words appeared in the page of a dictionary.

movie_bot

https://youtu.be/7hQhPMPNY6A

nlpanimalcrossing

NLP Analysis of Animal Crossing

pca_gaussianmixturemodel_food_cluster_project

The project is to modify the current World Food Fact notebook, identify the correct attributes to cluster on, conduct Principal Components Analysis to identify the most important features and improve the food clusters using unsupervised machine learning models.

play-with-machine-learning-algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

recommendation_system

sentiment_analysis_aws_gcp

speech_recognition

tensorflow-rnn-shakespeare

Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.

time_series_zillow_housing_project

This Zillow House Price Project is to analyze US house price data from 1966 to 2018 and create a California house pricing prediction model (Time Series model) based on time and house size rank.

titanic_kaggle_projet

This is my first machine learning project. Data set is from Kaggle Titanic Project.