{"repo":"xbwei/machine_learning_in_python","free":true,"listed":false,"github":"https://github.com/xbwei/machine_learning_in_python","clone":"git clone https://github.com/xbwei/machine_learning_in_python.git","description":"Demo of basic machine learning models in python with Jupter Notebook","language":"Jupyter Notebook","stars":23,"topics":["python","jupyter-notebook","machine-learning","data-science","data-visualization","database","data-mining","python3","notebook","linear-regression"],"license":"MIT","category":"machine-learning","readme_excerpt":"Machine Learning in Python Introduce basic machine learning models in Python with Jupyter Notebook. Video Tutorial https://www.youtube.com/playlist?list=PLHutrxqbP1ByXVJyAJe5zrnNkZA11xJI0 Textbooks 1. Data Science from Scratch: http://shop.oreilly.com/product/0636920033400.do 2. Introduction to Machine Learning with Python: http://proquestcombo.safaribooksonline.com/9781449369880 Basic Usage 1. Jupyter Notebook quick start guide video demo 2. Reading files and data into notebook video demo 3. Exploring data in notebook video demo 4. Simple linear regression video demo 5. Generalized linear regression video demo 6. Logistic Regression and Support Vector Machine video demo 7. K-Nearest Neighbors video demo 8. Naive Bayes video demo 9. Decision Trees, Random Forest, and Gradient Boosting Trees video demo 10. Neural Networks video demo 11. K-Means Clustering video demo 12. A Simple Example of Analyzing COVID-19 Data in Python 13. Analyze Twitter Data with OpenAI V1 video demo 14. Analyze Twitter Data with OpenAI V2","default_branch":null,"files":null,"tree":[],"storefront":"/r/xbwei","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/xbwei/machine_learning_in_python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}