Mastering Derivatives: From Math to Code - Python Numerical Differentiation
Автор: Data Santa
Загружено: 2024-11-30
Просмотров: 83
Описание:
Unlock the secrets of derivatives! Learn the mathematical concept, see how it translates into Python code, and discover three numerical differentiation methods: forward, backward, and central. Watch as we visualize their performance, helping you understand which method provides the most precise results for your calculations!
Check my blog post for the text content:
https://datasanta.net/2024/11/30/mast...
The Jupyter notebook can be found here:
https://github.com/nickovchinnikov/da...
Join me on:
Telegram: https://t.me/datasantaa
Twitter: https://x.com/datasantaa
0:07 - Welcome to the World of Derivatives
0:31 - What's a Derivative?
4:50 - Python Code Example
7:41 - Zooming into the Results
8:29 - Tweaking Our Formula
12:39 - Three Magical Methods of Differentiation
16:39 - Coding the Magic
21:34 - Unveiling the Dragon Plot
27:03 - Sign Off
#derivatives #math #machinelearning #deeplearning #optimization
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