Social And Emotional Learning Courses

Nvidia Deep Learning Institute;  Unity Career Certificate

Deep Reinforcement Learning

357 ratings at Udacity

Master deep reinforcement learning techniques to train AI agents for navigation, financial trading, and multi-agent systems. Implement classical and modern RL algorithms using PyTorch.

• Udacity
• 83 hours
• Self-Paced
• Paid Course

How Language Learning Helps Children Make Connections

2 ratings

Discover the power of multilingualism in fostering cultural understanding, empathy, and global competitiveness. Learn about language preservation and practical steps to help children thrive in a diverse world.

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

Facebook

Intro to Deep Learning with PyTorch

36 ratings at Udacity

Learn the basics of deep learning and implement your own deep neural networks with PyTorch

• Udacity
• 26 hours
• Self-Paced
• Free Online Course

IIT Madras;  NPTEL

Introduction to Machine Learning

2 ratings

Comprehensive introduction to machine learning concepts, algorithms, and paradigms. Covers statistical theory, regression, classification, neural networks, decision trees, ensemble methods, and clustering techniques.

• Swayam
• 12 weeks, 3-4 hours a week
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Machine Learning Terminology and Process

2 ratings

Explore machine learning fundamentals, terminology, and process steps. Gain insights into common techniques used in ML projects for a comprehensive understanding of the field.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Free Certificate

Deep Learning with PyTorch Live Course

2 ratings

Learn PyTorch for deep learning: tensors, gradient descent, linear regression, image processing, neural networks, CNNs, ResNet, regularization, data augmentation, and GANs for image generation.

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

AI Institute at UofSC - #AIISC

Real-time Learning Embedding Next Gen Battery Management Systems for EV Safety

2 ratings

Explore advanced Battery Management Systems for EVs that combine physics-driven models with real-time learning to detect faults, monitor health, and enhance safety, addressing current limitations in preventing battery fires.

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

University College London;  DeepMind

Deep Learning Lecture Series

2 ratings

Comprehensive lecture series covering key deep learning topics, from fundamentals to advanced concepts, including neural networks, computer vision, NLP, and ethical considerations.

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

Psychology - Learning Theory & Behaviorism

2 ratings

Explore key concepts in learning theory and behaviorism, including classical and operant conditioning, observational learning, and cognitive processes in psychology.

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

Science of People

Master Learning Tips from Language Expert - Thelinguist

2 ratings

Discover effective learning techniques from polyglot Steve Kaufmann, including the interleaving method for better retention. Explore how language learning boosts confidence and reduces overthinking.

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

Engaging Students in Active Learning

2 ratings

Explore strategies to create engaging, student-driven learning experiences through diverse perspectives and tailored learning objectives in this active learning exploration.

• Polimi OPEN KNOWLEDGE
• 5 weeks, 1-2 hours a week
• Self-Paced
• Free Certificate

MathWorks

Machine Learning Onramp

2 ratings

Learn the basics of practical machine learning methods for classification problems.

• MATLAB Academy
• 2 hours
• Self-Paced
• Free Certificate

The AI University

Machine Learning Data Pre-processing and Data Wrangling Using Python

2 ratings

Master Python data preprocessing techniques for machine learning, including handling missing values, encoding, scaling, outlier detection, and data transformation using popular libraries.

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

PyTorch and Monai for AI Healthcare Imaging - Python Machine Learning Course

2 ratings

Develop AI algorithms for liver segmentation using PyTorch and Monai. Learn computer vision techniques, data preparation, and model training for healthcare imaging applications.

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

Accelerating Deep Learning with GPUs

2 ratings

Learn to leverage GPU hardware for faster deep learning, deploying networks for image and video classification using platforms like IBM Power AI with NVIDIA GPUs.

• Cognitive Class
• 5 hours
• Self-Paced
• Free Online Course