AI for Data Science
Lesson 3 of 6
0%Lesson 3
40 min
AutoML and Model Selection
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AI NarrationQuick Summary
AutoML platforms try many model architectures and hyperparameters automatically, then surface the best. They are excellent for tabular baselines and dangerous when the team treats them as a substitute for understanding the problem.
What you will learn
- ·Understand AutoML and when to use it vs. manual model selection
- ·Use AI to assist with model interpretation and explainability
- ·Apply AI to hyperparameter optimization