Machine Learning Explained + Example: Arduino and Hand Gesture Recognition | Shawn Hymel
Explained how machine learning works. Thank you very much Shawn.
Links:
- Shawn Hymel Linked In:
- GitHub repo with full tutorial:
- TinyML book: =sr_1_1
- TinyML Cookbook: =sr_1_4
- Edge AI book: =sr_1_1
- Intro to Embedded ML course:
- Computer Vision with Embedded ML course:
- EdX TinyML professional certification:
- FEDEVEL courses:
Chapters:
00:00 What is this video about
00:56 Unsupervised and Supervised learning
05:33 How to imagine the model
09:16 Parameters
12:36 Reinforcement learning
16:13 Embedded machine learning
30:36 Example: Collecting data
41:12 Example: Processing data
48:36 Starting training
48:48 How does it learn
1:09:22 Convolutional neural network
1:23:27 Going through learning results and output
1:29:55 Running our model on Arduino
1:37:03 The result
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Would you like to support me? It’s simple:
- Sign up for online courses hosted on our platform:
- Sign up for my Hardware design and PCB Layout online courses:
- You can also support me through Patreon:
- Or sign up for my Udemy course:
It is much appreciated. Thank you,
- Robert
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