NPTEL-NOC IITM Courses

Introduction to Network Softwarization - Overview, Internet Evolution, and Design Principles

Explore Internet evolution, network architecture, and design principles in this overview of network softwarization concepts.

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

OpenFlow: Introduction to SDN Southbound Interface

Explore OpenFlow as a key SDN southbound interface, understanding its principles and applications in network management.

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

Road to SDN: History and Evolution of Software-Defined Networking

Explore the history and evolution of Software-Defined Networking (SDN), tracing its development and impact on modern network architectures.

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

Software Defined Networking: SDN Layering Architecture, Disaggregation and Evolution - Lecture 3

Explore SDN layering architecture, disaggregation, and evolution to enhance network management and flexibility.

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

Multinomial Regression Model: Logit and Conditional Logit Models - Part 4

Explore multinomial regression models, including logit and conditional logit, to analyze choice-specific data and interpret relative probabilities in econometric contexts.

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

Multinomial Regression Model - Part I: Introduction to MRM and Multinomial Logit Model

Explore multinomial regression models, including types and the multinomial logit model. Learn key concepts and applications in statistical analysis.

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

Multinomial Regression Model - Part III: Empirical Estimation and STATA Application

Explore empirical estimation of bi-variate logit and its STATA application in multinomial regression models, enhancing statistical analysis skills.

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

Qualitative Response Model: Marginal Effects and Logit Models - Part 5

Explore qualitative response models, including marginal effects and logistic regression, to analyze categorical dependent variables effectively.

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

Qualitative Response Models: Introduction to Logit Model - Part I

Explore qualitative response models, focusing on logit models and their applications in analyzing car ownership patterns.

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

Qualitative Response Models: Logit and Types - Part II

Explore types of qualitative response models, focusing on logit models and their applications in statistical analysis.

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

Qualitative Response Models: Logit and Probit - Part IV

Explore logit and probit models as examples of qualitative response models, gaining insights into their applications and interpretations.

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

Panel Data Model Estimation - Part VII

Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.

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

Qualitative Response Models: Logit and Probit - Part III

Explore logit, probit, and qualitative response models for analyzing categorical data and predicting discrete outcomes.

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

Panel Data Model Estimation - Part IX

Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.

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

Bootstrap Regression: Residual and Paired Implementation

Implement Residual and Paired Bootstrap Regression techniques to enhance statistical analysis and model evaluation.

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