United States Courses & Certifications

Silicon Valley and U.S. Government Collaboration - In-Q-Tel's Perspective

Explore In-Q-Tel's role in accelerating cutting-edge tech development for U.S. government agencies, featuring insights from EVP George Hoyem on innovation and public-private partnerships.

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

Consejos para Comprender y Vivir Bien con la Diabetes

Aprenda sobre la prueba A1c, el seguimiento de glucosa, la lectura de etiquetas nutricionales, los beneficios del ejercicio y el almacenamiento seguro de medicamentos para manejar eficazmente la diabetes.

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

Zero Knowledge Proofs for Verifiable Computation on Blockchain Systems - Panel Discussion

Expert panel explores zero knowledge proofs for verifiable computation on blockchain systems, discussing applications, challenges, and future potential in Web3 technologies.

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

The Human Factors of Formal Methods - Stanford Seminar

Exploring human-centered approaches to improve formal methods' usability in software development, addressing cognitive challenges and misconceptions to enhance adoption by non-experts.

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

Aligning Open Language Models - Stanford CS25 Lecture

Explore the evolution of open language models, covering key techniques, datasets, and models like Alpaca and QLoRA. Gain insights into the future of aligning these models for easier use.

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

Towards Safe and Efficient Learning in the Physical World - Stanford Seminar

Exploring safe Bayesian optimization and model-based deep reinforcement learning for efficient, safe online learning in real-world applications like robotics and laser tuning.

• YouTube
• 46 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

Humans and Compression - Lecture 17

Explores the intersection of human perception and data compression, discussing how understanding human sensory systems influences compression techniques for audio, images, and video.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.

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

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

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

LZ and Universal Compression - Lecture 10

Explore Lempel-Ziv algorithms and universal compression techniques in this Stanford lecture, delving into advanced data compression theory and applications.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video