Social And Emotional Learning Courses

Programming with Mosh

Python Machine Learning Tutorial - Data Science

Learn to predict music preferences using Python and machine learning. Covers data preparation, model training, accuracy calculation, and decision tree visualization in a hands-on tutorial.

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

Steve Brunton

Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization

Exploring SINDy algorithm for developing efficient nonlinear models in complex fluid flows, with applications in various fields including bluff body wakes, thermal convection, and magnetohydrodynamics.

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

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.

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

Coding Train

Intelligence and Learning - Session 3

Learn to build a movie recommendation engine using machine learning techniques, with a focus on Star Wars ratings data for May the 4th. Explore classification, regression, and practical application of algorithms.

• YouTube
• 3 hours 7 minutes
• Self-Paced
• Free Video

Coding Train

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.

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

Coding Train

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.

• YouTube
• 2 hours 50 minutes
• Self-Paced
• Free Video

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Learn to build and train neural networks using Keras and TensorFlow. Master data processing, CNN creation, fine-tuning, and transfer learning for practical deep learning applications.

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

Full Stack React & Firebase Tutorial - Build a social media app

Build a full-featured social media app using React, Firebase, Redux, Express, and Material-UI. Learn backend development, user authentication, image uploads, notifications, and cloud functions deployment.

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

Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript

Explore client-side neural networks using TensorFlow.js. Build and deploy a web app for image classification, covering model conversion, tensor operations, and running MobileNet in the browser.

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

Switching Dark-Light Mode with JS and CSS Custom Properties - FEM Social Media Dashboard, Part 5

Learn to implement a dynamic dark/light mode toggle using JavaScript and CSS custom properties, considering system preferences and local storage for a seamless user experience.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Building an Accessible Dark-Light Toggle from a Figma Design - FEM Social Media Dashboard, Part 3

Learn to create an accessible dark/light toggle for a social media dashboard, focusing on proper HTML markup and styling techniques for improved user experience and accessibility.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

How I Set Up a Real-World Website Project - FEM Social Media Dashboard, Part 2

Learn to set up a real-world website project using Sass/SCSS, JS, and Gulp in VS Code. Follow along as the instructor builds a Frontend Mentor challenge from scratch, covering repository creation, file setup, and workflow optimization.

• YouTube
• 1 hour 4 minutes
• 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

RSA Conference

Learning from the Enemy - A Look Inside the Techniques of Ocean Lotus - APT32

Explore tools and techniques of real-world threat actors like OceanLotus/APT32, gaining firsthand insights into cybercriminal operations and enhancing your defense strategies.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

RSA Conference

AI - Machine Learning - What is Actually Working in Cybersecurity

Explore real-world applications of AI and ML in cybersecurity, focusing on practical use cases that have shown value in reducing detection, response, and restoration times.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk