Instructor: Jose Portilla
Course: udemy
Learn python and how to use it to analyze,visualize and present data. Includes
- Numpy
- Pandas
- Data Wrangling
- Data Visualization
- Machine Learning
- Introduction to Machine Learning with SciKit Learn
- Supervised Learning - Linear Regression
- Supervised Learning - Logistic Regression
- Supervised Learning - Logistic Regression & kNN
- Support Vector Machines
- Supervised Learning - Naive Bayes
- Decision Trees and Random Forests
- NLP (Natural Language Processing)
- Appendix: Statistics Overview
- Appendix: SQL and Python
- Appendix: Web Scraping with Python
Projects: