Social And Emotional Learning Courses

Visual Studio Code

Machine Learning Experimentation in VS Code with DVC Extension

Learn to manage and reproduce machine learning projects using DVC and its VS Code extension. Track datasets, models, and experiments, with visualization and comparison features right in your development environment.

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

Visual Studio Code

A Quick Guide to Machine Learning

Explore foundational machine learning concepts and their practical applications using Visual Studio Code. Learn through demos, model training, and discussions on responsible AI.

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

Python Engineer

Deep Learning With PyTorch - Full Course

Comprehensive PyTorch tutorial covering fundamentals, advanced concepts, and practical implementations for deep learning, from tensor basics to CNNs and transfer learning.

• YouTube
• 4 hours 36 minutes
• Self-Paced
• Free Video

Python Engineer

Machine Learning From Scratch in Python - Full Course With 12 Algorithms

Comprehensive Python implementation of 12 popular machine learning algorithms from scratch, covering KNN, regression, SVM, decision trees, random forests, PCA, K-means, AdaBoost, and LDA.

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

Azure IoT Edge and Machine Learning with Raspberry Pi and ReTerminal

Learn to implement Azure IoT Edge and Machine Learning on Raspberry Pi and reTerminal. Covers setup, Custom Vision, and creating a complete IoT/Digital Twin solution for real-world applications.

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

Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial

Learn machine learning with Python and TensorFlow. Build neural networks for diabetes prediction and wine review classification. Covers key concepts and practical implementation.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Build a Social Media App with Django – Python Web Framework Tutorial

Develop a fully-functional social media application using Python Django, covering user authentication, profiles, posts, likes, follows, and search functionality.

• freeCodeCamp
• 5 hours
• Self-Paced
• Free Video

Computer Vision and Perception for Self-Driving Cars (Deep Learning Course)

Explore computer vision techniques for self-driving cars, including road segmentation, object detection, tracking, 3D visualization, multi-task learning, and bird's-eye view transformation.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Reinforcement Learning Course: Intro to Advanced Actor Critic Methods

Explore advanced actor-critic methods in reinforcement learning, focusing on continuous action spaces for robotics applications. Covers algorithms like DDPG, TD3, PPO, SAC, and A3C with code examples.

• freeCodeCamp
• 6 hours
• Self-Paced
• Free Video

Scikit-learn Crash Course - Machine Learning Library for Python

Comprehensive introduction to scikit-learn, covering preprocessing, metrics, meta-estimators, and human-learn. Ideal for Python developers looking to enhance their machine learning skills.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

React / GraphQL Course - Build a social media app (MERNG Stack)

Build a full-stack social media app using MongoDB, Express, React, Node, and GraphQL. Learn server setup, user authentication, CRUD operations, and deployment to Heroku and Netlify.

• freeCodeCamp
• 6 hours
• Self-Paced
• Free Video

Teaching Artistry for Social Impact

Develop skills to create social change through creative practice. Learn strategies used by teaching artists worldwide to design and implement effective socially engaged work in various cultural settings.

• Kadenze
• 30 hours
• Self-Paced
• Free Online Course

National Human Genome Research Institute

Establishing and Sustaining Genomic Learning Healthcare Systems

Experts discuss progress and challenges in implementing genomic medicine, focusing on evidence generation, payer perspectives, and integration of personalized medicine in healthcare systems.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

GreeneMath.com

Learning JavaScript Fundamentals - Functions, Arrays, Loops, Objects

Comprehensive exploration of JavaScript fundamentals covering functions, arrays, loops, and objects, with practical coding challenges to reinforce learning and application of concepts.

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

GreeneMath.com

Learning JavaScript Fundamentals - Variables, Operations, Conditional Statements

Master JavaScript fundamentals: variables, operations, and conditional statements. Hands-on coding challenges reinforce learning of core concepts for beginners.

• YouTube
• 4 hours 18 minutes
• Self-Paced
• Free Video