Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020

Name: Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
Uploaded: 2023-07-24T20:30:23Z
Channel: CS50
Description: 00:00:00 - Introduction 00:00:15 - Neural Networks 00:05:41 - Activation Functions 00:07:47 - Neural Network Structure 00:16:02 - Gradient Descent 00:30...

CS50 · Beginner ·📐 ML Fundamentals ·2y ago

00:00:00 - Introduction 00:00:15 - Neural Networks 00:05:41 - Activation Functions 00:07:47 - Neural Network Structure 00:16:02 - Gradient Descent 00:30:00 - Multilayer Neural Networks 00:32:58 - Backpropagation 00:36:27 - Overfitting 00:38:52 - TensorFlow 00:53:01 - Computer Vision 00:58:09 - Image Convolution 01:08:18 - Convolutional Neural Networks 01:27:03 - Recurrent Neural Networks This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, a…

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Chapters (13)

Introduction

0:15 Neural Networks

5:41 Activation Functions

7:47 Neural Network Structure

16:02 Gradient Descent

30:00 Multilayer Neural Networks

32:58 Backpropagation

36:27 Overfitting

38:52 TensorFlow

53:01 Computer Vision

58:09 Image Convolution

1:08:18 Convolutional Neural Networks

1:27:03 Recurrent Neural Networks

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