Machine Learning in Python

Introduce basic machine learning models in Python with Jupyter Notebook.

Video Tutorial

Name		Name	Last commit message	Last commit date
Latest commit History 112 Commits
.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