Bayesian Methods Courses and Certifications

International Centre for Theoretical Sciences

Cancer Diagnostics - Opportunities and Challenges by Sudha Sundar

Explore opportunities and challenges in cancer diagnostics, focusing on innovative approaches and potential advancements in early detection and personalized treatment strategies.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

ML for Microbial Genomics by Janani Ravi

Explore machine learning applications in microbial genomics, focusing on data analysis techniques and their relevance to understanding microbial genetic structures and functions.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Big Data in Biology - How EMBL Delivers Big Data for Biology, and Some Highlights

Explore how EMBL manages and utilizes big data in biology, with insights on key developments and applications in genomics and bioinformatics.

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

International Centre for Theoretical Sciences

Hypertension Burden and Interventions - Public Health Approach by Prabhdeep Kaur

Explore public health strategies for managing hypertension, including burden assessment and effective interventions. Learn about population-level approaches to prevent and control high blood pressure.

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

International Centre for Theoretical Sciences

Macular Maladies - Degenerations, Detachments and Holes - Protean

Explore macular degenerations, detachments, and holes with expert insights. Learn about diagnosis, treatment options, and latest advancements in managing these complex retinal conditions.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

A Bayesian Model of Cash Bail Decisions

Explore a Bayesian approach to modeling cash bail decisions, examining the factors influencing judicial determinations and their implications for fairness in the criminal justice system.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

OWASP Foundation

Prove It! - Confronting Security With Data

Explore data-driven methods to measure and improve security capabilities in rapidly scaling businesses, focusing on quantitative strategies and decision analysis techniques.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

MITCBMM

Dimensionality Reduction for Matrix- and Tensor-Coded Data

Explore matrix and tensor factorizations for data compression, including PCA, NMF, and CP tensor decomposition. Learn theoretical foundations and practical applications in scientific domains.

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

International Centre for Theoretical Sciences

Cause of Obesity, Diabetes & CVD Epidemic by Ponnusamy Saravanan

Explores the role of Gestational Diabetes Mellitus in obesity, diabetes, and cardiovascular disease epidemics, discussing its causes, impacts, and potential interventions.

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

International Centre for Theoretical Sciences

Data- Access, Analysis and Distillation by K VijayRaghavan

Explore data access, analysis, and distillation techniques for machine learning in healthcare. Learn to harness computational methods for understanding health-related data across multiple domains.

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

International Centre for Theoretical Sciences

The Healthy Life Trajectories Initiative - Implementation, Challenges and Future

Exploring the Healthy Life Trajectories Initiative's implementation, challenges, and future prospects, focusing on improving health outcomes through data-driven approaches and collaborative research.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Insight and Inequity by Gagandeep Kang

Exploring health inequities and insights in India, focusing on challenges in data collection, analysis, and implementation for improved public health outcomes.

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

International Centre for Theoretical Sciences

Novel Statistical and Machine Learning Methods for Single Cell Data Analysis

Explore innovative statistical and machine learning techniques for analyzing single-cell data, enhancing understanding of cellular heterogeneity and biological processes at unprecedented resolution.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Public Health Data Sources for Machine Learning and Examples of Research

Explore public health data sources for machine learning and discover research examples in this informative talk. Learn how to leverage data for innovative health studies and applications.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

ML and Health Care - An Obgyn Perspective by Uma Ram

Explore machine learning applications in obstetrics and gynecology from an expert's perspective, focusing on potential benefits and challenges in women's healthcare.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video