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.
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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)
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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)
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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)
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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)
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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)
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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)
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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:...
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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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)
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3.33 MBCourse Materials
3.33 MB
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216 KBREADME.pdf
216 KB
