Understanding AI - Lesson 2 / 15: Hidden Layers
4.9 هزار بار بازدید -
7 ماه پیش
-
PLAYLIST: • Self-driving
PLAYLIST: • Self-driving Car :: Phase3️⃣ :: Under...
Dive deeper into the world of Neural Networks with Lesson 2 of the "Understanding AI" course! In this session, we explore how a simple genetic algorithm helps optimize network parameters. We'll also see the power of hidden layers and their role in shaping the behavior of neural networks. Join me as we move beyond single-input neurons and venture into the realm of multi-layer perceptrons!
Discover the significance of hidden neurons and nodes, understanding why they're termed "hidden". Gain insights into the terminology and we'll also debunk common misconceptions about activation functions.
Join me on this learning journey! 🚀🧠
🚗THE PLAYGROUND🚗
radufromfinland.com/projects/aiCarPlayground/?s=fw…
💬DISCORD💬
discord.gg/gJFcF5XVn9
⭐LINKS⭐
Phase 1: • Self-driving Car :: Phase 1️⃣
Phase 2: • Self-driving Car :: Phase2️⃣
Desmos 3D: www.desmos.com/3d
Another Playground: playground.tensorflow.org/
#HiddenLayers #NeuralNetworks #AIPlayground #MachineLearning #Perceptron #ActivationFunctions #ScikitLearn #AIProgression
⭐TIMESTAMPS⭐
00:00 Introduction
00:45 Genetic Algorithm
07:03 What the Network Really Learns
11:40 Two Inputs
31:08 Hidden Layers
38:37 Boolean Operations
41:22 Homework 3
41:32 Misconceptions
42:32 Home
7 ماه پیش
در تاریخ 1402/11/20 منتشر شده
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