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Introduction to Probability, Statistics, Statistical Testing

Offered By: International Centre for Theoretical Sciences via YouTube

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Machine Learning Courses Logistic Regression Courses Biomedicine Courses Bayesian Methods Courses Deep Networks Courses

Course Description

Overview

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Explore the fundamentals of probability, statistics, and statistical testing in this comprehensive lecture by Saurabh Sinha. Gain insights into essential concepts that form the backbone of data analysis and machine learning. Learn how these principles apply to health and disease-related data as part of the "Machine Learning for Health and Disease" program. Discover the importance of these mathematical foundations in bridging the gap between computational modeling and clinical problems. Enhance your understanding of how probability and statistics contribute to analyzing patient data, predicting outcomes, and inferring patterns in large-scale healthcare datasets.

Syllabus

Introduction to Probability, Statistics, Statistical Testing by Saurabh Sinha


Taught by

International Centre for Theoretical Sciences

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