AI in Sports with Python (Full Video Course)

AI in Sports with Python (Full Video Course)

A video training course on AI in Sports with Python. Learn and apply Artificial Intelligence with fun examples. This fun new video course complements and extends my book "Applied Machine Learning for Health and Fitness" with videos and new examples. Includes 20% discount for the book (distributed separately), you'll receive the coupon for the book (e-book or printed) after checkout.

AI in Sports with Python (Full Video Course)

22 Videos

  • Episode 1.1 Introduction

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 1.2 Data Scientist's Toolbox

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 2.2 Kinematics

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 2.3 Figure Skating

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 3.1 Neural Networks 101

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 3.2 Make a simple Neural Net

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 3.3 Multi-Layer Neural Networks

    In this episode we will continue covering building neural networks in Python, by creating a multi-layer neural network in Python from scratch. We will use this network to solve simple logical problems that we can't solve with a single layer architecture.

    Course web site Active Fitness AI (http:...

  • Episode 4.1 Computer Vision

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 4.2 Classification

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 4.3 Detection

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 4.4 Segmentation

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 4.5 Human Body Keypoints

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 5.1 Introducing Pose Estimation

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 5.2 Surfing Pose Estimation

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 5.3 Detecting Skill Level

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 5.4 Multi-Person Detection

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 6.1 Video Action Recognition

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 6.2 Video Classification

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 7.1 Reinforcement Learning

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 7.2 Skateboarding

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 7.3 Gymnastics

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Episode 7.4 Human Models

    Course web site Active Fitness AI (http://activefitness.ai/ai-in-sports-with-python)

    Book: Applied Machine Learning for Health and Fitness (https://www.apress.com/us/book/9781484257715)

  • Course Materials

    3.33 MB

  • README.pdf

    216 KB