University of Washington Data Science Cert I

Written By Andrew Pang
10-3-23 to 12-5-23

Processes and Tools

Lesson 01: Introduction to Data Science and Overview of Machine Learning

Lesson 02: Formulating a Data Science Problem

Lesson 03: The Nature of Data

Lesson 04: Exploring Data

Lesson 05: Pre-Processing Data

Lesson 06: Feature Engineering, Part 1

Lesson 07: Feature Engineering, Part 2

Lesson 08: Unsupervised Learning

Lesson 09: Supervised Learning

Lesson 10: Machine Learning Pitfalls

Andrew Pang
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University of Washington Data Science Cert II