Beginners Guide to Machine Learning in JavaScript
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What you'll learn
This course includes
- 10 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 32 lessons • 10 hours of video
Beginners Guide to Machine Learning in JavaScript
32 lessons
• 10 hours
Beginners Guide to Machine Learning in JavaScript
32 lessons
• 10 hours
- Beginner's Guide to Machine Learning in JavaScript with ml5.js 01:31
- A Beginner's Guide to Machine Learning with ml5.js 23:19
- Image Classification with ml5.js 31:50
- Pose Estimation with ml5.js 21:26
- 3D Pose Estimation with ml5.js 14:10
- Hand Pose Detection with ml5.js 15:56
- Face Mesh Detection with ml5.js 31:46
- ml5.js: Object Detection with COCO-SSD 15:32
- ml5.js: Transfer Learning with Feature Extractor 12:14
- ml5.js: Feature Extractor Classification 21:04
- ml5.js: Feature Extractor Regression 12:21
- ml5.js: Save/Load Model 12:08
- ml5.js: KNN Classification Part 1 16:02
- ml5.js: KNN Classification Part 2 21:33
- ml5.js: KNN Classification Part 3 16:30
- Teachable Machine 1: Image Classification 20:02
- Teachable Machine 2: Snake Game 07:59
- ml5.js: Train Your Own Neural Network 34:49
- ml5.js: Save Neural Network Training Data 12:46
- ml5: Save Neural Network Trained Model 10:57
- ml5: Neural Network Regression 09:51
- ml5.js: Sound Classification 14:24
- Teachable Machine 3: Sound Classifiication 14:34
- Coding Challenge #151: Ukulele Tuner with Machine Learning Pitch Detection Model 35:55
- ml5.js: Pose Classification with PoseNet and ml5.neuralNetwork() 26:34
- ml5.js: Pose Regression with PoseNet and ml5.neuralNetwork() 18:25
- ml5.js: Train a Neural Network with Pixels as Input 18:38
- ml5.js: What is a Convolutional Neural Network Part 1 - Filters 28:04
- ml5.js: What is a Convolutional Neural Network Part 2 - Max Pooling 24:00
- ml5.js: Training a Convolutional Neural Network for Image Classification 18:36
- Coding Challenge 158: Shape Classifier Neural Network with ml5.js 36:03
- ml5.js: Classifying Drawings with DoodleNet 12:03
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