Social And Emotional Learning Courses

Coding Train

Beginner's Guide to Machine Learning in JavaScript with ml5.js

Discover machine learning fundamentals through creative JavaScript projects using p5.js and ml5.js libraries for interactive media art and real-time applications.

• YouTube
• 10 hours 11 minutes
• Self-Paced
• Free Video

Coding Train

Neural Networks - Intelligence and Learning - Session 4

Dive into neural networks fundamentals, from perceptrons to multilayer networks, matrix math, feedforward algorithms, and backpropagation with hands-on coding challenges.

• YouTube
• 6 hours 51 minutes
• Self-Paced
• Free Video

Coding Train

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

• YouTube
• 19 hours 12 minutes
• Self-Paced
• Free Video

Coding Train

Introduction to Machine Learning - Intelligence and Learning - Session 3

Explore machine learning fundamentals through linear regression, gradient descent, and nearest neighbors algorithms with hands-on coding challenges and mathematical foundations.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video

Coding Train

Algorithms and Graphs - Intelligence and Learning - Session 1

Explore algorithms and graph theory through hands-on coding challenges including binary trees, pathfinding, maze generation, and the traveling salesperson problem.

• YouTube
• 4 hours 55 minutes
• Self-Paced
• Free Video

Coding Train

Genetic Algorithms - Intelligence and Learning - Session 2

Explore genetic algorithms through hands-on coding challenges, from Shakespeare monkey examples to traveling salesperson problems and evolutionary steering behaviors.

• YouTube
• 5 hours 52 minutes
• Self-Paced
• Free Video

Traversy Media

Learning D3.js - Data Visualization Fundamentals

Master D3.js fundamentals through hands-on tutorials covering selections, data binding, SVG charts, scales, transitions, and axes for interactive web visualizations.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

AssemblyAI

Deep Learning Explained

Discover neural networks, transformers, and NLP fundamentals through comprehensive tutorials covering backpropagation, regularization, RNNs, and modern LLM techniques.

• YouTube
• 3 hours 11 minutes
• Self-Paced
• Free Video

AssemblyAI

Machine Learning From Scratch

Master 10 essential ML algorithms by building KNN, Linear/Logistic Regression, Decision Trees, Random Forest, Naive Bayes, PCA, Perceptron, SVM, and K-Means from scratch in Python.

• YouTube
• 2 hours 52 minutes
• Self-Paced
• Free Video

James Briggs

Streamlit for Machine Learning - Full Course

Master Streamlit to build interactive ML applications with caching, Bootstrap components, custom React elements, and deployment strategies.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Weights & Biases

Model CI/CD Course - Automating Machine Learning Workflows and Model Lifecycle Management

Master model lifecycle management with CI/CD practices, automation workflows, and governance tools to streamline MLOps from development to production deployment.

• YouTube
• 2 hours 38 minutes
• Self-Paced
• Free Video

Weights & Biases

Introduction to Machine Learning

Discover fundamental machine learning concepts from basic models to advanced neural networks including CNNs, RNNs, and text processing techniques in this comprehensive introduction.

• YouTube
• 3 hours 9 minutes
• Self-Paced
• Free Video

Weights & Biases

Math for Machine Learning

Master essential mathematical foundations including linear algebra, calculus, and probability theory specifically designed for machine learning applications.

• YouTube
• 4 hours 58 minutes
• Self-Paced
• Free Video

Weights & Biases

Applied Deep Learning Lectures

Master practical deep learning implementation through expert-led lectures covering data management, debugging, research directions, team building, and model deployment strategies.

• YouTube
• 10 hours 3 minutes
• Self-Paced
• Free Video

Weights & Biases

Explore Deep Learning - Transfer Learning, One-Shot Learning, Speech Recognition, and Neural Network Applications

Discover transfer learning, one-shot learning, speech recognition, and emotion classification through hands-on deep learning projects with CNNs and LSTMs.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video