10.2: Neural Networks: Perceptron Part 1 - The Nature of Code скачать в хорошем качестве

10.2: Neural Networks: Perceptron Part 1 - The Nature of Code

In this video, I continue my machine learning series and build a simple Perceptron in Processing. Code: https://thecodingtrain.com/tracks/neu... 🎥 Previous:    • 10.1: Introduction to Neural Networks...   🎥 Next:    • 10.3: Neural Networks: Perceptron Par...   References: 🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-... 🔗 Perceptrons: https://www.amazon.com/Perceptrons-In... 🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron 🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC... Timestamps: 0:00 Introduction 0:54 What is a perceptron? 3:17 Classify whether a point is above/below a line 5:25 Supervised learning 7:55 Activation functions 10:22 Initializing the weights 11:39 Perceptron class 13:19 Guess function 18:55 Create a dataset 23:10 Supervised learning 25:16 Updating weights 28:33 Training 31:00 Learning rate 38:06 Train one point at a time 41:35 Bias 44:24 Thanks for watching! Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/pas... 🚩 Suggest Topics: https://github.com/CodingTrain/Sugges... 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter:   / thecodingtrain   📸 Instagram:   / the.coding.train   🎥    • Coding Challenges   🎥    • Start learning here!   🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-o... This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod... #neuralnetworks #perceptron #processing