Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020

Name: Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
Uploaded: 2023-07-24T20:30:10Z
Channel: CS50
Description: 00:00:00 - Introduction 00:00:15 - Uncertainty 00:04:52 - Probability 00:09:37 - Conditional Probability 00:17:19 - Random Variables 00:26:28 - Bayes' R...

CS50 · Beginner ·📐 ML Fundamentals ·2y ago

00:00:00 - Introduction 00:00:15 - Uncertainty 00:04:52 - Probability 00:09:37 - Conditional Probability 00:17:19 - Random Variables 00:26:28 - Bayes' Rule 00:34:01 - Joint Probability 00:40:13 - Probability Rules 00:49:42 - Bayesian Networks 01:21:00 - Sampling 01:32:58 - Markov Models 01:44:17 - Hidden Markov Models 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, and machine translation. Through hands-on projects, students gain exposu…

Watch on YouTube ↗ (saves to browser)

Chapters (12)

Introduction

0:15 Uncertainty

4:52 Probability

9:37 Conditional Probability

17:19 Random Variables

26:28 Bayes' Rule

34:01 Joint Probability

40:13 Probability Rules

49:42 Bayesian Networks

1:21:00 Sampling

1:32:58 Markov Models

1:44:17 Hidden Markov Models

Playlist

Uploads from CS50 · CS50 · 0 of 60

← Previous Next →