YoVDO

DeepMind's TacticAI - An AI Assistant for Football Tactics

Offered By: Aleksa Gordić - The AI Epiphany via YouTube

Tags

Artificial Intelligence Courses Machine Learning Courses Sports Analytics Courses Performance Evaluation Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the intersection of artificial intelligence and football tactics in this hour-long video featuring Petar Veličković discussing DeepMind's TacticAI. Delve into the rationale behind applying AI to football, learn about DeepMind's collaboration with Liverpool FC, and gain insights into the TacticAI system. Discover the quantitative and human evaluation methods used to assess the AI's performance, and hear about some of the most impressive results achieved by TacticAI. The video concludes with a Q&A session, offering further exploration of this innovative application of AI in sports.

Syllabus

00:00:00 - Intro
00:00:39 - Hyperstack GPUs sponsored
00:02:20 - Why AI for football?
00:10:15 - DeepMind's collaboration with Liverpool FC
00:17:50 - TacticAI
00:39:00 - Quantitative & human evaluation
00:53:45 - Greatest hits from TacticAI
00:58:25 - Outro / Q&A


Taught by

Aleksa Gordić - The AI Epiphany

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent