International Centre for Theoretical Sciences Courses

Digital Twins in Healthcare by Anurag Agrawal

Explore the potential of digital twins in healthcare, focusing on their applications, benefits, and impact on patient care, medical research, and healthcare systems optimization.

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

How to Train Your DragoNN - A Primer on Deep Learning for Regulatory

Explore deep learning techniques for regulatory genomics, focusing on key benefits and applications in analyzing genomic data for improved understanding of gene regulation.

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

Modeling Complex Phenotypes by Sayan Mukherjee

Explore advanced techniques for modeling complex phenotypes in health and disease, bridging machine learning with clinical applications to enhance data analysis and prediction in biomedicine.

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

Biomedical Text Mining III by Sudeshna Sarkar

Explore advanced techniques in biomedical text mining, focusing on extracting valuable insights from medical literature and clinical data to enhance healthcare research and decision-making.

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

Modeling Noisy Count Data II by Sayan Mukherjee

Explore advanced techniques for modeling noisy count data in health and disease contexts, building on statistical and machine learning approaches to analyze complex biomedical datasets.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Biomedical Text Mining II by Sudeshna Sarkar

Explore advanced techniques in biomedical text mining, focusing on extracting valuable insights from medical literature and clinical data to enhance healthcare research and decision-making.

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

Defining Variables and Data Management by Nicki Tiffin

Explore effective techniques for defining variables and managing data in machine learning for health applications, enhancing your ability to analyze and interpret medical datasets.

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

Bayesian Networks for Causal Reasoning by Tavpritesh Sethi

Explore advanced Bayesian network techniques for causal reasoning in healthcare, focusing on practical applications and bridging the gap between mathematical modeling and clinical problem-solving.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Introduction to Study Design by Nicki Tiffin - SANBI, South Africa

Explore key principles of study design for health research, focusing on methodologies to ensure reliable and valid results in medical and epidemiological investigations.

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

Introduction to Machine Learning - Lecture 2

Explore key machine learning concepts and their applications in healthcare, bridging the gap between computational modeling and clinical problem-solving.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Digital Health and AI in Healthcare at IIITD by Tavpritesh Sethi

Explore AI's transformative impact on healthcare, from predictive analytics to personalized medicine, and learn how digital technologies are revolutionizing patient care and health outcomes.

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

Bayesian Networks for Causal Reasoning - Lecture 1

Introduction to Bayesian networks for causal reasoning in healthcare, exploring their application in analyzing clinical data and inferring patterns to improve patient outcomes and medical decision-making.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Unsupervised ML - Clustering, Dimensionality Reduction, Applications by Rahul Siddharthan

Explore unsupervised machine learning techniques for clustering and dimensionality reduction, with practical applications in data analysis and pattern discovery.

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

Introduction to Probability, Statistics, Statistical Testing

Explore fundamental concepts of probability, statistics, and statistical testing, essential for understanding data analysis and machine learning in health and disease research.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Dynamical Horizons and their Applications - Lecture 1

Explore dynamical horizons in gravitational physics, focusing on applications to compact objects and recent discoveries in gravitational waves and black hole imaging.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video