EventsPython Programming and Machine Learning for Adults Bootcamp

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Python Programming and Machine Learning for Adults Bootcamp

1:00 PM – 5:00 PM
Saratoga Library

Description

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




Suitable for:
Adults
Type:
STEM, Technology, & Science
Language:
English

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