Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn machine learning fundamentals through hands-on JavaScript programming in this comprehensive video playlist spanning over 10 hours. Develop creative coding projects using p5.js and ml5.js libraries while building an intuitive understanding of core machine learning concepts including supervised learning, unsupervised learning, reinforcement learning, transfer learning, classification, and regression. Master practical applications through 30+ tutorials covering image classification, pose estimation, hand pose detection, face mesh detection, object detection with COCO-SSD, and feature extraction techniques. Explore transfer learning methods, train custom neural networks, and work with pre-trained models for real-time interaction in media art projects. Gain experience collecting custom datasets, implementing KNN classification, building sound classification systems, and creating pose-based applications. Discover how to save and load trained models, perform neural network regression, and understand convolutional neural networks through filter and pooling demonstrations. Apply machine learning to generate creative media including words, sounds, and images while learning to classify drawings and shapes using custom-trained models.
