Social And Emotional Learning Courses

The Bright Side of Mathematics

Start Learning Mathematics

Comprehensive introduction to mathematical foundations, covering logic, set theory, number systems, real numbers, and complex numbers with a focus on rigorous definitions and proofs.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

Social Science

Comprehensive exploration of world history, Indian history, and social sciences, covering revolutions, civilizations, wars, colonialism, and modern developments in politics, economics, and environment.

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

The Julia Programming Language

JuliaSim: Machine Learning Accelerated Modeling and Simulation

Explore JuliaSim: Accelerate modeling and simulation with machine learning. Learn about fast differential equation solvers, neural network integration, and surrogate models for enhanced computational efficiency.

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

The Julia Programming Language

Interplay of Linear Algebra, Machine Learning, and HPC - JuliaCon 2021 Keynote

Explore the interplay of linear algebra, machine learning, and HPC with Dr. Li. Learn about fast solvers, low-rank compression, and how ML can optimize linear algebra computations for big data problems.

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

The Julia Programming Language

Scientific Machine Learning: Opportunities and Challenges - Keynote

Explore Scientific Machine Learning: combining physics-based models with ML for complex phenomena, addressing challenges in computational science, and revolutionizing fields like rocket engine combustion analysis.

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

The Julia Programming Language

Flux - The Elegant Machine Learning Library for Julia

Explore Flux, an intuitive machine learning library for Julia, featuring state-of-the-art performance, automatic differentiation, and innovative compiler technology for efficient and flexible ML development.

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

Academic Lesson

Calculus for Beginners - Calculus for Machine Learning

Comprehensive exploration of calculus fundamentals, from limits and derivatives to optimization and antiderivatives, with applications in machine learning and real-world problem-solving.

• YouTube
• 10 hours 53 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

Dive into Elixir programming with hands-on projects, from simple games to CLI apps and databases, building practical skills through progressive lessons.

• Independent
• 6-7 hours
• Self-Paced
• Free Online Course

Krish Naik

End to End Machine Learning Project Implementation with Dockers, GitHub Actions and Deployment

Comprehensive guide to implementing a machine learning project, covering data analysis, model training, web application development, and deployment using Docker and GitHub Actions.

• YouTube
• 2 hours 45 minutes
• Self-Paced
• Free Video

Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

Comprehensive machine learning tutorial covering key algorithms, techniques, and practical implementations for regression, classification, clustering, and ensemble methods.

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

Krish Naik

Deep Learning Indepth Tutorials With Krish Naik

Comprehensive deep learning tutorial covering key concepts, techniques, and practical implementations, from perceptrons to CNNs, with hands-on examples and expert insights.

• YouTube
• 5 hours 42 minutes
• Self-Paced
• Free Video

Data Science Dojo

Crash Course on Transfer Learning

Explore transfer learning in deep learning models, including its concept, applications, benefits, and methods. Learn how models leverage prior knowledge for improved performance and efficiency.

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

JavaScript Mastery

Build and Deploy Your Own ChatGPT AI App in JavaScript - OpenAI, Machine Learning

Build an AI-powered chatbot with JavaScript, integrating OpenAI's GPT-3 for code assistance, translation, and programming help. Features an elegant UI resembling ChatGPT.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video