Gradient Descent from Scratch - Deep Learning with Tensorflow | Ep. 5

Channel:

Kody Simpson

Subscribers:

32,299

Published on November 26, 2024 12:00:00 AM ● Video Link: https://www.youtube.com/watch?v=PbUtxQFcXyQ

Duration: 0:00

86 views

5

This episode shows how to implement a Gradient Descent algorithm using TensorFlow low level features such as tensors, variables, and automatic differentiation. #machinelearning #deeplearning #ml #ai

Code: https://github.com/KodySimpson/deeplearning-tensorflow
Join the Community! - https://rebrand.ly/discordlink

Want to Support the Channel?
Become a Member:
https://buymeacoffee.com/kodysimpson

My Socials:
Github: https://github.com/KodySimpson
Instagram: https://www.instagram.com/kody_a_simpson/
Twitter: https://twitter.com/kodysimp

00:00:00 - Introduction
00:01:06 - Data Preparation
00:01:45 - Feature Scaling
00:02:12 - Adding Bias Term
00:04:07 - Implementing Gradient Descent
00:11:01 - Evaluating Model Performance
00:13:00 - Conclusion