NPTEL-NOC IITM Courses

Central Limit Theorem and Sampling Distribution of Sample Mean When Variance is Unknown

Explore the Central Limit Theorem and sampling distribution of sample mean when variance is unknown in this statistical theory lecture.

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

Mechanics of Respiration - Section 1

Understand the mechanics of respiration, including muscle movements, pressure changes, lung compliance, alveolar surface tension, and the work of breathing.

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

Python Data Analysis - Session 12

Dive into practical Python application by implementing concepts from Lectures 1-3 on a real dataset.

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

Python Data Analysis - Session 13

Dive into practical Python application by implementing concepts from Lectures 1-3 on a real dataset.

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

Point Estimation - Method of Moments - Part 1

Explore the Method of Moments technique for point estimation in statistical analysis, understanding its principles and applications.

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

Unbiased Estimation

Explore the principles and techniques of unbiased estimation in statistical analysis, focusing on methods to create accurate estimators without systematic errors.

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

Python Data Analysis and Application - Session 2

Enhance your knowledge of Python by applying concepts from Lectures 1-3 to real datasets in this practical session.

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

Introduction to Python Data Analysis - Session 1

Dive into practical Python application by implementing concepts from Lectures 1-3 on a real dataset.

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

Python Session 7 - Data Analysis Application

Dive into practical Python application by implementing concepts from Lectures 1-2 on a real dataset.

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

Types of Studies - Independent and Dependent Variables, Observation and Experimental Studies

Explore the concepts of independent and dependent variables, and understand the differences between observational and experimental studies in research methodology.

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

Python Data Analysis and Application - Session 8

Dive into practical Python application by implementing concepts from Lectures 1-3 on a real dataset.

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

Sampling Distribution of Difference of Sample Means - Part 1

Explore the sampling distribution of difference between sample means when variances are known, a key statistical concept.

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

Python Data Analysis - Session 11

Explore practical application of Python concepts from Lectures 1-3 on a real dataset in this hands-on session.

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

Ventilation and Perfusion Relationship - Week 1 Lecture 4

Explore the critical relationship between ventilation and perfusion in respiratory physiology, understanding how air flow and blood flow interact in the lungs.

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

Static and Dynamic Lung Function Tests

Explore static and dynamic lung volumes, understanding various function tests to evaluate respiratory health and diagnose pulmonary conditions.

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