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Brief intro to derivatives
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Derivatives are necessary to effectively guide gradient-based optimizers and Newton solvers to the correct answers.
0:00 - Intro and context
1:23 - What is a derivative?
3:18 - Types of derivatives (partials and totals)
4:42 - Benefits and costs of using derivatives
9:12 - Conclusion
Relevant other lessons:
0:00 - Intro and context
1:23 - What is a derivative?
3:18 - Types of derivatives (partials and totals)
4:42 - Benefits and costs of using derivatives
9:12 - Conclusion
Relevant other lessons:
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