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Gradient Descent From Scratch in Python - Visual Explanation

2023-04-18 Science & Technology
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NeuralNine
NeuralNine
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Description

In this video we implement gradient descent from scratch in Python. Also I try to give you an intuitive and mathematical understanding of what is happening. ◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾ 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible Book: https://www.neuralnine.com/books/ 👕 Programming Merch: https://www.neuralnine.com/shop 🌐 Social Media & Contact 🌐 📱 Website: https://www.neuralnine.com/ 📷 Instagram: https://www.instagram.com/neuralnine 🐦 Twitter: https://twitter.com/neuralnine 🤵 LinkedIn: https://www.linkedin.com/company/neuralnine/ 📁 GitHub: https://github.com/NeuralNine 🎙 Discord: https://discord.gg/JU4xr8U3dm

Top Comments (10)

@cerealport2726 2023-04-18

This is a very nice video explaining the mysteries behind gradient descent! The greek "n" looking symbol is eta, as far as I am aware.

16
@uchihamadara6519 2024-09-14

Such an underrated video, explained Gradient Descent, GD 3d animation plotting using Matpplotlib, A TOP TIER VIDEO !!

3
@sandipandutta8776 2024-05-11

at the end, when you plotted 3 points, you only adjusted the x and y coordinates, but did not change the z coordinate. it was still z_function(0.7, 0.4)

3
@prashantm9856 2023-04-19

Very educational bro ,I love it❤

2
@mohammedk8545 2023-10-19

16:16 Rollercoaster !!

2
@bkzzzzz 2025-01-01

This is so fun to learn the complex topic of Gradient descent. I was very scared of all the maths videos on it. but doing it in python way actually makes me understand what it is and the use of it. very nicely explained. Love it.

1
@alibastami 2024-03-29

Thank you brother, this was immensely helpful

0
@alperklc7782 2025-02-11

I finally understood. I can't thank you enough. The event is iterative, with each iteration we approach the minimum and update the value.

0
@amiirezashojaee5291 2024-11-17

Thanks, Enjoyed it ALOT

0
@Mail-bx8vn 2025-08-08

what an amazing journey with you! You've brightened up a gloomy day.....

0

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