Events › Python Programming and Machine Learning for Adults Bootcamp

In this 4 day bootcamp for adults, we will teach basic Python programming, the concepts behind machine learning, and how to use it. The focus of these classes is for non-Computer Science professional adults interested in AI. No prior programming experience and no software installation needed. This bootcamp is 4 sessions, so please only sign up if you can attend all four.

Date and location: 3/11, 3/12, 3/18, 3/19, 2023, 1 - 5pm. In-person at the Saratoga Library

Concepts taught will be:

Python Basics:

• Operations (colab)
• Types and type operations
• Control flow (for, while)
• Logic operations (if, else)
• List and string manipulation
• Basic object-oriented programming
• Input/output

Machine Learning (ML) :

• Data manipulation
• Classification (Decision Trees, Random Forest, Naive Bayes, SVM, etc.)
• Regression (linear and logistic regression)
• OPs (training, validation, testing)
• Unsupervised learning (clustering, KNN)
• Scikit-Learn toolbox