English Courses

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

Stanford CS234: Reinforcement Learning - Winter 2019

Explore reinforcement learning fundamentals to advanced techniques, covering policy evaluation, deep Q-learning, imitation learning, policy gradients, fast RL, and Monte Carlo tree search.

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

Stanford CS330: Deep Multi-Task and Meta Learning

Explore advanced machine learning techniques for efficient learning across multiple tasks, including optimization-based meta-learning, Bayesian approaches, and reinforcement learning applications.

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

iPhone Application Development Spring 2020

Learn SwiftUI for iOS app development through Stanford's comprehensive lectures covering core concepts, data flow, UI design, and integration with UIKit.

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

GGP Course Videos

Comprehensive video series on General Game Playing, covering game description, management, playing strategies, and advanced topics like heuristic search and Monte Carlo methods.

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

Knowledge Graphs Seminar - Spring 2020

Explore knowledge graphs through Stanford's seminar series, covering fundamental concepts, applications, and advanced topics in this cutting-edge field of data representation and reasoning.

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

Multiple Sclerosis Lecture Series: Novel Therapies

Explore innovative MS treatments, including strategies for progressive MS, remyelination, and Epstein Barr Virus. Learn about cutting-edge therapies transforming patient care from Dr. Lucas Kipp.

• Independent
• Self-Paced
• Free Online Course

Active Bystander 1.0

Learn strategies to effectively intervene when witnessing workplace discrimination, focusing on cultural influences and conflict management styles to promote a healthier work environment.

• Independent
• Self-Paced
• Free Online Course