Data Management Courses

Talent Management - From Startup to Scaleup

Learn strategies for effective talent management across company growth stages, from attracting top candidates to fostering a thriving culture and optimizing performance.

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

Data for the People - Andreas Weigend of Social Data Lab

Andreas Weigend shares his journey from Stanford PhD student to Amazon Chief Scientist, exploring the impact of data on society and consumer behavior. Insights from his book "Data for the People" are discussed.

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

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.

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

Navigating Medication Management for Diabetes - Stanford Wellness Webinar

Gain expert insights on diabetes medication management, including adherence strategies, cost reduction, and supplement considerations. Enhance your healthcare provider discussions and treatment plan.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Women's Pain Management Across Their Lifespan

Explore how women's pain has been historically misunderstood and learn comprehensive approaches to managing pain through menstruation, pregnancy, and menopause stages.

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

Better Sleep, Less Pain - Understanding the Connection Between Sleep and Pain Management

Discover evidence-based strategies to break the sleep-pain cycle and improve both rest quality and pain management through practical tools and lifestyle changes.

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

Biomass Energy: From Wood Materials to Municipal Waste Management

Explore biomass energy systems, from wood and animal waste to municipal solid waste, learning about environmental impacts, capture methods, and future trends in renewable energy production.

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

Human-Machine Symbiosis in Data Visualization

Exploring human-machine configurations for data visualization tasks, focusing on interactive analysis of event sequence data and visualization authoring through manipulable semantic components.

• YouTube
• 50 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

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

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

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