Data Management Courses

Public AI Assistant to Worldwide Knowledge: Answering Queries of Structured and Unstructured Data

Explore Genie, a public AI assistant that translates natural language queries into formal database queries, retrieving information from hybrid data sources including free text and structured data.

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

Heart Failure - Current Concepts in Diagnosis and Management

Discover modern heart failure diagnosis and management strategies, including the Four Pillars of therapy and quality of life integration with Stanford's cardiovascular expert.

• YouTube
• 1 hour 10 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

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.

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

Integrating Pathology Images and Genomics Data for Cancer Grading

Innovative AI methods for integrating pathology images and genomics data to enhance cancer grading accuracy, addressing modality challenges and improving performance when genomics data is missing.

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

Introduction to Computational Thinking and Data Science

6 ratings

The course aims to provide students with an understanding of the role computation can play in solving problems and to help students, regardless of their major, feel justifiably confident of their ability to write small programs that allow them to accompl…

• MIT OpenCourseWare
• 12 hours
• Self-Paced
• Free Video

Business Metrics for Data-Driven Companies

10 ratings

Learn to identify critical business metrics, distinguish data analyst roles, and evaluate companies' big data adoption. Gain skills for high-demand jobs in data analytics and understand how disruptive companies leverage data for competitive advantage.

• Coursera
• 8 hours 1 minute
• Self-Paced
• Paid Course

Environmental Project Management: Stakeholder Outreach

14 ratings

Improve environmental project communication through storytelling, data visualization, and stakeholder engagement techniques. Enhance presentation skills and motivate communities to address complex environmental issues.

• Coursera
• 10 hours 20 minutes
• Self-Paced
• Paid Course

Fundamentals of Project Management

18 ratings

Learn practical skills and tools for managing social impact projects effectively, from planning and budgeting to risk management and implementation, with insights from experienced project managers worldwide.

• Independent
• 5 weeks, 2-3 hours a week
• Self-Paced
• Free Certificate