Data Management Courses

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

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Harnessing Data for Social Impact - Empowering Communities through Visualization and Social Computing

Explore innovative tools combining visualization, HCI, and AI to empower communities in addressing complex societal issues like urban planning and climate change, fostering inclusive decision-making.

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

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

Carbon Management - 10-Minute Take

Discover carbon management fundamentals: natural and technological solutions for decarbonization in this concise Stanford overview by environmental engineering expert Diana Gragg.

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

Addressing Challenges of Public Web Data

Explore Common Crawl Foundation's efforts to preserve web knowledge and address challenges like robots.txt exclusions, legal demands, and bot defenses in public data access.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Data in the Age of Generative AI

Explore critical aspects of data creation and attribution for generative AI, examining copyright disputes and real-world legal considerations in law and medicine.

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

AI and Climate - From Grids to Data Centers - AI Strategy and Innovation

Explore how AI accelerates efficiency and innovation across energy grids, data centers, and sustainability initiatives with Stanford experts in this interactive session.

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

From Data to Diagnosis - Advancing Medical Imaging with Curated Datasets and AI Algorithms - MedAI #136

Explore how Debesh Jha addresses medical imaging challenges through curated datasets and innovative AI algorithms for improved diagnostic accuracy in radiology and GI endoscopy.

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

Data Compression - Theory and Applications

Master data compression theory and applications, from lossless techniques like Huffman coding to lossy methods including JPEG and modern ML approaches for efficient information representation.

• YouTube
• 23 hours 42 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

Capstone: Retrieving, Processing, and Visualizing Data with Python

6 ratings

Develop applications to retrieve, process, and visualize data using Python, culminating in a personalized project to analyze and present data of your choice.

• Coursera
• 9 hours 17 minutes
• Self-Paced
• Paid Course

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

The University of Oklahoma Credential

Professional Certificate Program in Project Management with Generative AI

2 ratings at Simplilearn

Master project management with GenAI integration, earning 80+ PDUs, a digital badge, and University of Oklahoma certificate while preparing for PMP® certification.

• Simplilearn
• 12 weeks
• 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