Computer Science Courses and Certifications

Getting Started with Web Development

3 ratings

Learn essential web development skills: HTML structure, CSS styling, and website publishing. Hands-on projects build practical experience for beginners.

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

Test in the Palm of Your Hand - Investigating Smartphones for Clinical Sensory Function Testing

Exploring smartphone-based clinical testing for sensory function, focusing on innovative methods to assess tactile perception using everyday mobile devices.

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

Stanford Seminar - Creating Interfaces with Rich Physical Properties Through Digital Fabrication

Explore digital fabrication techniques for creating interactive materials and novel user interfaces, from custom displays to on-body tactile interfaces and electronic skin.

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

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Explore the development of a kidney transplant algorithm, examining ethical considerations, public participation, and the challenges of creating fair and transparent high-stakes software systems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Governing an Algorithm in the Wild - Seminar with David Robinson

Explore the governance and redesign of the US kidney allocation algorithm, examining its impact on equity, justice, and stakeholder engagement in algorithmic decision-making.

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

Stanford CS236: Deep Generative Models - Score Based Diffusion Models - Lecture 16

Explore score-based diffusion models in deep generative modeling, covering theoretical foundations and practical applications in AI and machine learning.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Deep Generative Models - Lecture 2: Background

Explore fundamental concepts and background for deep generative models, covering essential topics to build a strong foundation in this advanced machine learning field.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Using Data for Increased Realism with Haptic Modeling and Devices

Explore innovative haptic modeling techniques using data-driven approaches for enhanced realism in touch-based interactions and social touch applications.

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

Large Language Models in 2025 - How Much Understanding and Intelligence?

Explore the capabilities, limitations, and future of Large Language Models with Stanford professor Christopher Manning as he examines their understanding, intelligence, and impact on society.

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

Robotics in a Human-Centered World - Robots Among Us

Explore how human-centered robotics can shape our future in education, work, and care, focusing on improving quality of life to increase human acceptance of robotic technology.

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

Data Compression - Video Compression - Lecture 18

Explore video compression techniques, including motion estimation and compensation, in this Stanford lecture on advanced data compression methods for efficient multimedia storage and transmission.

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

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 5: Asymptotic Equipartition Property

Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Context-based Arithmetic Coding and LLM Compression - Stanford EE274 Lecture 9

Explore context-based arithmetic coding and compression techniques for large language models in this advanced lecture on data compression theory and applications.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 4: Huffman Codes

Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video