University of Washington Data Science Cert III

4-2-24 to 6-4-24

Machine Learning Techniques

Lesson 01: Dimensionality Reduction

Lesson 02: Time Series Analysis

Lesson 03: Decision Tree

Lesson 04: Ensemble Models

Lesson 05: Support Vector Machines

Lesson 06: Methods for Model Explainability

Lesson 07: Neural Networks I: Intro

Lesson 08: Neural Networks II: Deep Learning

Lesson 09: Neural Networks III: CNN

Lesson 10: Model Usage Deployment

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