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: https://www.linkedin.com/in/shawnhymel/

• GitHub repo with full tutorial: https://github.com/edgeimpulse/workshop-arduino-tinyml-roshambo

• TinyML book: https://www.amazon.com/TinyML-Learning-TensorFlow-Ultra-Low-Power-Microcontrollers/dp/1492052043/ref=sr_1_1

• TinyML Cookbook: https://www.amazon.com/TinyML-Cookbook-artificial-intelligence-ultra-low-power/dp/180181497X/ref=sr_1_4

• Edge AI book: https://www.amazon.com/AI-Edge-Real-World-Problems-Embedded/dp/1098120205/ref=sr_1_1

• Intro to Embedded ML course: https://www.coursera.org/learn/introduction-to-embedded-machine-learning

• Computer Vision with Embedded ML course: https://www.coursera.org/learn/computer-vision-with-embedded-machine-learning

• EdX TinyML professional certification: https://www.edx.org/professional-certificate/harvardx-tiny-machine-learning

• FEDEVEL courses: https://courses.fedevel.com/

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

Would you like to support me? It's simple:

• Sign up for online courses hosted on our platform: https://marketplace.fedevel.education/
• Sign up for my Hardware design and PCB Layout online courses: https://academy.fedevel.com/
• You can also support me through Patreon: https://www.patreon.com/robertferanec
• Or sign up for my Udemy course: https://www.udemy.com/learn-to-design-your-own-boards/

It is much appreciated. Thank you,

• Robert ... https://www.youtube.com/watch?v=ISMcaD2RxiI