Starting Series on Neural Networks
Comprehensive introduction to neural networks, covering multi-layer perceptrons and essential linear algebra concepts for building a neural network library from scratch.
Intelligence and Learning Continued
Explore genetic algorithms and their applications in solving complex problems like the Traveling Salesperson, with improved pool selection and crossover techniques.
Intelligence and Learning - Session 2
Live stream exploring evolving autonomous agents through a five-part coding challenge, combining genetic algorithms and steering behaviors. Practical application of concepts from "Intelligence and Learning" course.
Coding Train Late Night - GPT-2, Hue Lights, Discord Bot
Explore AI-driven text generation, smart lighting control, and Discord bot creation in this engaging late-night coding session. Dive into GPT-2, Hue Lights API, and more.
Coding Train Late Night - Fetch, GPT-2 and RunwayML
Late-night coding session exploring web scraping, machine learning, and IoT projects. Features dad joke scraping, GPT-2 model training, and Hue light control, culminating in a dad joke generator.
Convolutional Neural Networks with ML5.js
Explore Convolutional Neural Networks using ml5.js, covering setup, algorithms, max pooling, and architectures. Gain hands-on coding experience in this comprehensive tutorial.
Convolutional Neural Networks with ml5.js
Explore convolutional neural networks using ml5.js, covering setup, coding, model training, and classifier testing in this hands-on tutorial for machine learning enthusiasts.
Classifying Poses with ML5.js - Part 2
Learn to classify poses using PoseNet and ml5.js in this hands-on tutorial. Train a pose classifier, implement machine learning techniques, and explore practical applications in computer vision and gesture recognition.
Classifying Poses with ML5.js
Learn to classify poses using ml5.js and PoseNet. Set up a development environment, explore machine learning concepts, and create a pose classifier in this comprehensive tutorial.
Tic Tac Toe AI with Minimax
Learn to implement an unbeatable Tic Tac Toe AI using the minimax algorithm. Explore game setup, algorithm implementation, and potential improvements in this hands-on coding tutorial.
ML5.NeuralNetwork
Explore ml5.js neural network implementation through live coding, community contributions, and practical examples. Gain insights into machine learning concepts and their application in creative coding projects.
UNet and BodyPix with ML5.js
Explore image segmentation and body detection using ml5.js. Learn to implement uNet and BodyPix for creative coding projects, with hands-on demonstrations and community contributions.
Best Robot Rover - Makeblock MBot Mega Arduino Robot Kit
Explore advanced robotics with this high-quality Arduino kit featuring mecanum wheels, multiple sensors, and versatile programming options for beginners and professionals alike.
What's New in Cognitive Search and Cool Frameworks with PyTorch - Episode 5
Explore Azure Cognitive Search's semantic capabilities, PyTorch frameworks, and a Rock Paper Scissors project in this informative session covering AI advancements and practical applications.
Build Responsible AI Using Error Analysis Toolkit
Explore Microsoft's Error Analysis toolkit for responsible AI, identifying model errors, diagnosing root causes, and building reliable solutions through interpretability, fairness, and debugging techniques.
What's New with Translator - Document Translation Feature
Explore new Translator features, including document translation in batch. Learn about upcoming AI Show episodes and dive into Seth's Rock, Paper, Scissors project.
Reinforcement Learning
Explora el Aprendizaje por Refuerzo, desde métodos básicos hasta redes neuronales y aplicaciones en dinámica de fluidos y control, en esta serie de 3.5 horas por Steve Brunton.
Sparsity and Compression
Explore sparsity and compression techniques, from compressed sensing to robust regression, with practical applications in image processing, signal analysis, and machine learning.
Python Projects for Beginners - Great Learning
Comprehensive tutorial covering 13 Python projects for beginners, from basic concepts to advanced applications like face recognition and machine learning, with hands-on demonstrations and examples.
Using Data Science to Fight Covid-19 and How to Start Learning ADSB
Explore data science applications in fighting COVID-19, learn about pandemics, and discover pathways to start a data science career with insights from MIT faculty and industry experts.
Natural Language Processing Tutorial - NLP Training for Beginners - How Does NLP Work?
Comprehensive introduction to NLP fundamentals, applications, and techniques. Covers text preprocessing, vectorization, and building a language detection model using machine learning.