Social And Emotional Learning Courses

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

PyTorch for Deep Learning & Machine Learning – Full Course

Comprehensive PyTorch course covering deep learning fundamentals, neural networks, computer vision, and custom datasets. Hands-on tutorials for building and training models from scratch.

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

Great Learning

Machine Learning Full Course for Beginners

Comprehensive introduction to machine learning, covering key concepts, algorithms, and practical applications using Python libraries. Ideal for beginners seeking a solid foundation in ML.

• YouTube
• 10 hours 20 minutes
• Self-Paced
• Free Video

Great Learning

Multilayer Perceptron in Neural Networks - Machine Learning Tutorial

Comprehensive exploration of multilayer perceptrons in neural networks, covering their structure, applications, and practical implementation with hands-on demonstrations.

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

Great Learning

Linear Regression in Machine Learning - Machine Learning Tutorial

Comprehensive exploration of linear regression in machine learning, covering key concepts, applications, and implementation in Python. Ideal for beginners seeking practical understanding of predictive modeling.

• YouTube
• 2 hours 15 minutes
• Self-Paced
• Free Video

How to Use GitHub Codespaces to Improve Student Learning

Explore GitHub Codespaces for enhanced student learning with experts discussing benefits, Python and JavaScript templates, and best practices for this cloud-based development environment.

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

Krish Naik

Face Matching Application Using Deep Learning - End to End Implementation

Develop a Bollywood celebrity face matching application using deep learning, covering data collection, architecture design, environment setup, implementation stages, and web app creation.

• YouTube
• 3 hours 16 minutes
• Self-Paced
• Free Video

Krish Naik

Implementation of Perceptron in Deep Learning Using Python from Scratch

Comprehensive guide to implementing perceptrons in Python, covering theory and practical coding from scratch for deep learning enthusiasts and AI developers.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Krish Naik

Deep Learning - All Optimizers in One Video - SGD with Momentum, Adagrad, Adadelta, RMSprop, Adam Optimizers

Comprehensive exploration of deep learning optimizers, covering gradient descent, SGD, momentum, Adagrad, Adadelta, RMSprop, and Adam, with detailed explanations and comparisons.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Krish Naik

Implementation of End to End Kaggle Machine Learning Project With Deployment

Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Data Science Dojo

Redis Crash Course for Artificial Intelligence and Machine Learning

Explore Redis for AI/ML: Learn key-value stores, real-time deployment, feature stores, and vector databases. Gain practical skills for efficient data management in machine learning applications.

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

Data Science Dojo

Building a Business Case for Your Machine Learning Idea

Learn a 10-step checklist to build a business model for your machine learning idea, covering customer identification, problem definition, data sources, ethical considerations, pricing, and revenue generation.

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

Machine Duping - Pwning Deep Learning Systems

Explore techniques for exploiting vulnerabilities in deep learning systems, covering neural networks, convolutional networks, and recurrent neural networks, with a focus on practical attack methods.

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

Social Engineering Toolkit

Learn advanced social engineering techniques, including credential harvesting, browser exploits, and spearphishing, using the Social Engineering Toolkit for ethical hacking and cybersecurity.

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

Super Bad Exploit Kits Machine Learning

Explore exploit kit evolution and machine learning applications in cybersecurity with insights on decision trees, training data, and adaptive techniques.

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