Videos de deep learning basics
Videos etiquetados con "deep learning basics"
deep learning basics 3 videos
The Perceptron: All of AI Is One Neuron
Try it yourself. The full written explainer and an interactive perceptron you can click are here: https://unrote.com/ai/the-perceptron/ The perceptron is a single artificial neuron, and it is the atom that every neural network is built from. In this from-scratch explainer we build one step by step: the inputs, the weights, the weighted sum, the bias, and the activation that makes it fire. Then we watch what one neuron can do, draw a straight line to separate data, meet the famous pattern it cannot solve (XOR), and see how stacking neurons into layers turns them into deep learning. What you will understand by the end: - What a neuron actually takes in, and why each input is a number - Weights: how much each piece of evidence counts - The weighted sum and the bias, in plain terms - Activation: the step function that outputs a one or a zero - A worked decision, start to finish - How a perceptron learns its weights - One straight line, and the hard limit of a single neuron - Why stacking neurons into layers gives you a neural network Understand it, don't memorize it.
GeoAI Tutorial: What is a Perceptron? | Basics of Neural Networks & AI
Learn the fundamentals of the Perceptron, the basic building block of Artificial Neural Networks (ANN), in this beginner-friendly GeoAI tutorial. 🧠🌍🛰️ In this video, you will understand how a perceptron works, how it processes input data, and why it is important in Machine Learning, Deep Learning, Computer Vision, and Geospatial AI (GeoAI). We will explain concepts such as weights, bias, activation functions, and decision boundaries using simple examples related to geospatial and remote sensing applications. 🔥 What You Will Learn ✔ What is a Perceptron? ✔ History of the Perceptron model ✔ Inputs, weights, and bias explained ✔ Activation functions and output generation ✔ How perceptrons make decisions ✔ Perceptron vs Artificial Neural Network (ANN) ✔ Applications in GeoAI and Remote Sensing 🌍 Why Perceptrons are Important? Perceptrons are the foundation of: Artificial Neural Networks (ANN) Deep Learning models Computer Vision systems Satellite image classification Intelligent geospatial analysis Understanding perceptrons helps build a strong foundation in AI and GeoAI. 🎯 Who Should Watch? Beginners in AI & Machine Learning GIS & Remote Sensing students GeoAI learners Computer Vision enthusiasts Data scientists and researchers 📌 SEO Keywords what is perceptron, perceptron tutorial for beginners, GeoAI perceptron explained, artificial neural network basics, machine learning perceptron model, AI fundamentals tutorial. 🔥 SEO Tags what is perceptron,perceptron tutorial for beginners,GeoAI perceptron explained,artificial neural network basics,machine learning perceptron model,AI fundamentals tutorial,deep learning basics,computer vision AI tutorial,GeoAI neural networks,Earth observation AI 🔥 High-Reach Hashtags #Perceptron #ArtificialIntelligence #MachineLearning #DeepLearning #GeoAI #ComputerVision #ANN #RemoteSensing #GIS #AI
Generative AI Basics (2026) | How AI Creates Images, Videos & Code
📚Generative AI — AI That Creates | generative ai basics | generative ai tutorial | generative ai for beginners | generative ai course | generative ai examples | generative ai tools | generative ai applications | generative ai explained | generative ai models | generative ai use cases 👉 Welcome to Episode 5 of AI From Zero to Hero — Generative AI explained in simple terms. Learn how Generative AI creates images, videos, music, and code from text prompts. Understand how ChatGPT and large language models work using next-word prediction. Explore AI tools like DALL·E, Midjourney, Stable Diffusion, and Sora. Discover diffusion models and how AI generates realistic images from noise. Master prompt engineering to get better AI results and improve productivity. See how GitHub Copilot helps developers and IT admins write code faster. Learn real-world AI use cases in marketing, content creation, and automation. Understand risks like deepfakes, voice cloning, and AI ethics. Perfect beginner guide to Generative AI, AI tools, and future technology trends. 🏷️ Tags #ChanderManiPandey #GenerativeAI #GenerativeAIBasics #GenerativeAITutorial #GenerativeAIForBeginners #GenerativeAICourse #GenerativeAIExamples #GenerativeAITools #GenerativeAIApplications #GenerativeAIExplained #GenerativeAIModels