Machine Learning in Python

Introduce basic machine learning models in Python with Jupyter Notebook.

Video Tutorial

Name		Name	Last commit message	Last commit date
.travis.yml		.travis.yml
Analyze_Tweets_with_OpenAI_v1.ipynb		Analyze_Tweets_with_OpenAI_v1.ipynb
Analyze_Tweets_with_OpenAI_v2.ipynb		Analyze_Tweets_with_OpenAI_v2.ipynb
COVID_19_Data_Analysis.ipynb		COVID_19_Data_Analysis.ipynb
Diamonds.xls		Diamonds.xls
LICENSE		LICENSE
README.md		README.md
decision_trees__random_forest__gradient_boosting_trees.ipynb		decision_trees__random_forest__gradient_boosting_trees.ipynb
demo.json		demo.json
exploring_data_in_notebook.ipynb		exploring_data_in_notebook.ipynb
first_note.ipynb		first_note.ipynb
generalized_linear_regression.ipynb		generalized_linear_regression.ipynb
house_price.xls		house_price.xls
house_price.xlsx		house_price.xlsx
house_price_full.csv		house_price_full.csv
house_price_label.xlsx		house_price_label.xlsx
house_price_raw.csv		house_price_raw.csv
house_price_raw.xlsx		house_price_raw.xlsx
jmu_news.txt		jmu_news.txt
k_means.ipynb		k_means.ipynb
k_nearest_neighbors.ipynb		k_nearest_neighbors.ipynb
logistic_regression_and_support_vector_machine.ipynb		logistic_regression_and_support_vector_machine.ipynb
naive_bayes.ipynb		naive_bayes.ipynb
neural_networks.ipynb		neural_networks.ipynb
read_files_and_data.ipynb		read_files_and_data.ipynb
requirements.txt		requirements.txt
simple_linear_regression.ipynb		simple_linear_regression.ipynb