Data Protection Courses

Implications of Energy Transition: Nuclear, Climate Protection, Security and Infrastructure - Part 2

Explore the controversial implications of energy transition with Amory Lovins, examining nuclear power, climate protection, global security, and infrastructure through case studies and comparative analysis.

• YouTube
• 1 hour 44 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

Energy Transition Implications - Nuclear Power, Climate Protection, and Global Security - Part 2

Explore controversial energy transition implications including nuclear power economics, climate security, infrastructure challenges, and capital reallocation through expert analysis.

• YouTube
• 1 hour 39 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

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

Stanford Seminar - Big Data Is -At Least- Four Different Problems

Explore the multifaceted nature of Big Data, its challenges, and emerging solutions in this Stanford seminar, covering volume, velocity, variety, and analytics approaches.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Computational Epidemiology: The Role of Big Data and Pervasive Informatics

Explore computational epidemiology, from historical outbreaks to modern big data approaches. Learn about networked models, synthetic contact networks, and real-time epidemic science applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Online Course

Mining Online Data Across Social Networks

Explore techniques for mining online data to capture temporal patterns, model influence, and infer hidden networks of information flow across social media and news platforms.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Online Course

Pediatric Grand Rounds (RECORDING) Unique Aspects of Thyroid Disease in Children and Adolescents; A Pragmatic Approach to Current Data

Explore unique aspects of pediatric thyroid diseases, including recent discoveries and pragmatic recommendations for evaluation and management of various thyroid conditions in children.

• Independent
• Self-Paced
• Free Online Course

Using Data for Increased Realism with Haptic Modeling and Devices

Explore innovative haptic modeling techniques using data-driven approaches for enhanced realism in touch-based interactions and social touch applications.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to critically analyze statistics in news, understand risk communication, and navigate common pitfalls in data interpretation with Stanford professor Kristin Sainani's insightful webinar.

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Online Course

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Innovative semi-supervised method for training medical image segmentation models using minimal labeled data, achieving comparable accuracy to fully supervised approaches while significantly reducing labeling requirements.

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

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Explores innovative architecture designs for federated learning in medical AI, focusing on Transformers to address data heterogeneity challenges and improve model performance across diverse healthcare institutions.

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