Data Management Courses

Presentation and Management of Pediatric Acute-Onset Neuropsychiatric Syndrome (PANS)

Practical approach to recognizing and managing PANS, covering presentations, evaluation methods, treatment algorithms, and multidisciplinary care for this under-identified condition.

• Independent
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Online Course

Navigating Diabetes Medication Management

Expert guidance on diabetes medication management, covering cost-saving strategies, integrating medications into daily life, and safe use of herbal supplements. Includes insights on generic vs. brand medications and continuous glucose monitors.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Cancer Supportive Care - Fatigue Management

Learn strategies to manage cancer-related fatigue, from ancient wisdom to evidence-based research. Discover natural ways to boost energy and focus, including sleep, diet, exercise, and mind-body techniques.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Data-Efficient AI for Accelerating MRI Acquisition

Explore physics-guided AI techniques for accelerating MRI acquisition, including unsupervised and semi-supervised approaches. Learn about a new 1.5TB dataset for evaluating MRI reconstructions with clinically-relevant metrics.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Joint Learning Over Visual and Geometric Data

Explore joint learning approaches in visual and geometric domains to reduce supervision load, leveraging data correlations and self-supervision for improved performance and efficiency.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Nanosecond-Level Clock Synchronization in a Data Center

Explore nanosecond-level clock synchronization in data centers using Huygens algorithm, which achieves precision without special hardware through advanced networking and machine learning techniques.

• YouTube
• 57 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Strategic Supply Chain Management in Turbulent Times

23 reviews

Learn to optimize supply chains, mitigate risks, and leverage new technologies for cost savings and strategic decision-making in turbulent business environments.

• Coursera
• 19 hours 55 minutes
• On-Demand
• Paid Course