English Courses

Stanford Seminar - Straddling a Medical Device IoT Startup Between Taiwan and the United States

Explore the challenges and opportunities of running a medical device IoT startup across Taiwan and the US, focusing on integrating consumer tech with healthcare systems and addressing preventable conditions.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Understanding the Situation for Startups in India

Explore India's startup ecosystem, innovation landscape, and social progress through data-driven analysis of competitiveness, patents, clusters, and challenges.

• YouTube
• 44 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Natural Language Processing for Conversational Interfaces

Explore building production-quality conversational interfaces with advanced NLU techniques, addressing real-world challenges in domain classification, intent recognition, and entity handling for both text and voice applications.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Online Course

A Practical Guide to Living Ethically

Explore ethical decision-making through real-world examples, from workplace conflicts to major scandals, offering practical insights for navigating moral dilemmas in professional and personal life.

• YouTube
• 53 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - How to Meet Today's Performance, Security, and Affordability Desires

Explore innovative approaches to network architecture, security, and orchestration in telecommunications, drawing insights from biological systems and industry challenges.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Online Course

Smart Physical Systems from the Standpoint of an AI Company

Explore machine learning, deep learning, and their limitations in this seminar. Gain insights into AI applications in autonomous driving, voice control, and image processing.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - How Behavior Spreads

Explore how behaviors spread through social networks, examining complex contagions, network structures, and experimental studies to understand and design effective social change strategies.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Stanford Seminar - Mind Your State for Your State of Mind

Explore challenges in modern microservice-based apps, focusing on state management, transactions, and messaging semantics in this Stanford seminar on software architecture.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Online Course

Introduction to Computers - Stanford University

Comprehensive exploration of computer fundamentals, covering hardware, networks, web development, programming, security, and emerging technologies. Ideal for beginners seeking a solid foundation in computer science.

• YouTube
• 20 hours
• Self-Paced
• Free Online Course

Introduction to the Theory of Computing - Stanford

Explore fundamental concepts of theoretical computer science, including automata, computability, and complexity theory, with practical applications and algorithmic fairness.

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

Stanford CS229 - Machine Learning Full Course Taught by Andrew Ng - Autumn 2018

Comprehensive machine learning series covering fundamental concepts to advanced topics, taught by Andrew Ng. Includes algorithms, neural networks, and reinforcement learning.

• YouTube
• 1 day 3 hours
• Self-Paced
• Free Online Course

Artificial Intelligence - Principles and Techniques - Autumn 2019

Understand Artificial Intelligence, its principles and techniques with this Standford engineering course.

• YouTube
• 1 day 1 hour
• Self-Paced
• Free Online Course

Machine Learning with Graphs - Fall 2019

Comprehensive exploration of machine learning with graphs, covering network properties, community structures, graph neural networks, and their applications in various domains.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video

SleepFM - Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Explore SleepFM, a groundbreaking multi-modal foundation model for sleep analysis, leveraging brain, cardiac, and respiratory data to improve sleep stage classification and disorder detection.

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

Towards Robust Radiogenomic Models for Brain Tumor Characterization - MedAI #123

Exploring stability of radiomics features in brain tumor segmentation and impact on predictive models. Investigates how stable, discriminatory features lead to generalizable radiogenomics for tumor characterization.

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