Table of Contents

Laboratories
Resources

Laboratories

Lab 1 - Introduction to Python
Lab 2 - Data Structures. Functions. Modules
Lab 3. Useful Python skills. Working with data files
Lab 4. Object Oriented Programming. Web Scraping
Lab 5. Relational Databases. Introduction to SQL
Lab 6. Relational Databases. MySQL-Python. Charts
Lab 7. Statistical models. Linear regression
Lab 8. Supervised Learning. Decision Trees
Lab 9. Unsupervised Learning. K-Means Clustering
Lab 10. Midterm Exam
Lab 11. Project / Case Study
Lab 12. Presentation

Resources