Electrical Engineering Courses and Certifications

The Electricity Grid - 10-Minute Take

Discover how electricity is transmitted, reliability maintained, and power bought and sold in this concise overview of the electricity grid system.

• YouTube
• 13 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

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

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

Arithmetic Coding - Stanford EE274 Data Compression I Lecture 6

Explore arithmetic coding in data compression, covering theory and applications. Learn from Stanford experts about this advanced technique for efficient information encoding.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Lossy Compression Basics and Quantization - Lecture 11

Explore lossy compression fundamentals and quantization techniques in this Stanford lecture, covering essential concepts for efficient data reduction in various applications.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 8

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Electricity Generation - History, Economics, and Environmental Impacts

Explore electricity generation fundamentals, LCOE calculations, environmental impacts, and future energy directions with Stanford's comprehensive lecture.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Electrify Everything - Benefits and Challenges of Electrifying Buildings, Transportation, and Industrial Processes

Explore the benefits and challenges of electrifying buildings, transportation, and industrial processes through heat pumps, EVs, and sustainable energy transitions.

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

The Electricity Grid - Transmission, Industry, and Markets

Explore electricity fundamentals, transmission systems, industry structure, grid reliability, and energy markets in this comprehensive Stanford lecture.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Coal - Mining, Processing, Transportation, and Environmental Impacts

Explore coal's significance, mining processes, transportation, electricity generation, environmental impacts, and economic future in this comprehensive Stanford energy lecture.

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