Social And Emotional Learning Courses

Social Insurance Theory - Lecture 10

Explore inequality and government transfer programs through social insurance theory with Prof. Gruber's comprehensive analysis of public policy mechanisms.

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

Social Security - Lecture 11

Explore America's largest social insurance program through economic analysis of benefits, financing, and policy implications in this MIT public finance lecture.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning in Finance - Lecture 23

Discover machine learning fundamentals and applications in finance, covering supervised, unsupervised, and reinforcement learning with neural networks for option pricing and hedging strategies.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Deep Learning for Natural Language - Embeddings - Lecture 6

Explore natural language processing through embeddings, covering both stand-alone and contextual embedding techniques for deep learning applications.

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

Deep Learning for Natural Language - Transformers - Lecture 7

Explore Transformers architecture for natural language processing through practical airline travel examples in this MIT deep learning lecture.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Deep Learning for Computer Vision - Transfer Learning and Fine-Tuning; Intro to HuggingFace - Lecture 4

Master transfer learning and fine-tuning techniques for computer vision using CNNs, pooling layers, and HuggingFace tools through practical examples like handbags-shoes classification.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Deep Learning for Natural Language - The Basics - Lecture 5

Discover natural language processing fundamentals including vectorization and bag-of-words models with hands-on CoLab demonstrations from MIT's deep learning series.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Deep Learning for Natural Language - Transformers, Self-Supervised Learning - Lecture 8

Dive into transformers and self-supervised learning techniques for natural language processing in this MIT deep learning lecture.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Introduction to Neural Networks and Deep Learning - Training Deep Neural Networks - Lecture 1

Discover the foundations of neural networks and deep learning through MIT's comprehensive introduction covering field history, core concepts, and training methodologies.

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

Deep Learning for Computer Vision - Building Convolutional Neural Networks from Scratch - Lecture 3

Master building convolutional neural networks from scratch for computer vision applications through hands-on implementation in Google Colab with MIT's practical approach.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Interest-Driven Learning - Lecture 12

Explore the tension between formal education and informal learning environments, examining why student-driven practices struggle to integrate into standardized school systems.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Intelligent Tutors - MOOC Revolution and Personalized Learning Challenges

Explore how the MOOC revolution aimed to transform education through data-driven learning but faced significant challenges in delivering truly personalized educational experiences.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Learning Games - Discussion of Childhood Games, Board Games, and Gamification vs Resonant Games

Explore childhood learning games, board games' transferable skills, and the distinction between gamification and resonant games in educational contexts.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

How People Learn - Situated Learning - 03

Explore how Cognitive Load Theory and Situated Learning complement each other through classroom discussion and analysis of major educational theories.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

The Social Function of Games - Lecture 6

Explore Roger Caillois' theory on player-spectator interactions in games while brainstorming card game design concepts for 2-4 players in this MIT game design lecture.

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