English Courses

Machine Learning Explainability Workshop

Dive into modern machine learning explainability techniques with Harvard's Prof. Hima Lakkaraju, covering interpretable models, post-hoc methods, and evaluation frameworks.

• YouTube
• 4 hours 12 minutes
• Self-Paced
• Free Video

Statistical Learning with R

Master supervised and unsupervised learning techniques using R, from linear regression to deep learning, with hands-on implementation of modern data science methods.

• YouTube
• 20 hours 28 minutes
• Self-Paced
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021

Master neural networks, transformers, and attention mechanisms for text processing, translation, and language generation through Stanford's comprehensive deep learning approach.

• YouTube
• 1 day 7 hours 31 minutes
• Self-Paced
• Free Video

Stanford CS224U - Natural Language Understanding - Spring 2021

Explore advanced NLP techniques including transformers, BERT, sentiment analysis, and grounded language understanding through Stanford's project-oriented graduate curriculum.

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

Machine Learning with Graphs

Master graph neural networks, node embeddings, and network analysis through Stanford's comprehensive exploration of machine learning algorithms for large-scale social and information networks.

• YouTube
• 22 hours 23 minutes
• Self-Paced
• Free Video

Coal - Mining, Processing, Transportation, and Environmental Impacts

Explore coal's role in energy, from mining and processing to electricity generation, environmental impacts, and future economic prospects in this comprehensive Stanford lecture.

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

Climate Innovation - Digital Technology for Sustainable Agriculture and Infrastructure Development

Discover how AI transforms building energy analysis and climate solutions through civil engineering, data analytics, and social science applications in sustainable agriculture and infrastructure.

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

AI and Climate - From Grids to Data Centers - AI Strategy and Innovation

Explore how AI accelerates efficiency and innovation across energy grids, data centers, and sustainability initiatives with Stanford experts in this interactive session.

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

Festive Holiday Mocktails - Alcohol-Free and Diabetes-Friendly Drink Recipes

Discover creative alcohol-free, diabetes-friendly mocktail recipes perfect for holiday celebrations while maintaining health-conscious choices and minimizing added sugars.

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

Diabetic-Friendly Dessert Options

Discover how to create delicious low-carb desserts perfect for diabetics, featuring almond flour cookies, apple crisp, chocolate bark, and hot chocolate with smart substitutions.

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

Making Healthy Changes Sustainable

Discover evidence-based strategies to transform healthy intentions into lasting habits with a 3-step approach from a Stanford dietitian and diabetes specialist.

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

Genome Modeling and Design Across All Domains of Life

Discover Evo 2, an open-source biological foundation model trained on 9.3 trillion DNA base pairs to predict genetic variation impacts and generate coherent genome-scale sequences.

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

Energy for the Developing World - Energy Justice and Sustainable Access

Explore energy justice and sustainable solutions for developing nations through case studies, renewable technologies, and equitable access strategies.

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

Climate Change - Energy and Climate Science, Policy Gaps, and Solutions

Discover the science behind climate change, explore the gap between scientific recommendations and current policies, and uncover practical solutions for addressing our energy future.

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

Hidden Burdens - Understanding Digestive Cancer Risk in Asian Populations

Explore digestive cancer disparities in Asian Americans, covering dietary risks, genetic factors, prevention strategies, and barriers to early detection with gastroenterologist Dr. Robert Huang.

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