NPTEL Courses

EV - Vehicle Dynamics and Electric Motor Drives

Explore electric vehicle fundamentals, from vehicle dynamics to motor drives, with hands-on Matlab Simulink demonstrations for practical, real-world application of EV technology.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Marketing Management - II

The objective of the course is to introduce the participants to principles and practices, theoretical building blocks of marketing, its role as an organizational engine and the evolving marketing process of today.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Deep Learning for Natural Language Processing

Master deep learning architectures and their NLP applications, from word embeddings to transformers, covering advanced topics like RLHF, PEFT, and large language models with hands-on tutorials.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Engineering Mathematics - I in Hindi

This course is about the basic mathematics that is fundamental and essential component in all streams of undergraduate studies in sciences and engineering.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Algorithmic Graph Theory and Data Structures

Master mathematical modeling and algorithmic analysis of graph problems through core algorithms, data structures, and complexity analysis for real-world applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Food Microbiology for Safe and Sustainable Food Systems

Explore the science of food microbes, from beneficial applications to safety concerns, learning to identify contaminants, prevent spoilage, and implement effective control measures for sustainable food systems.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Human Physiology

Comprehensive exploration of human body systems, from molecular to behavioral levels, emphasizing homeostasis, organ interactions, and disease mechanisms. Gain insights into your own biology through illustrated lectures.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Introduction to Environmental Engineering and Science - Fundamental and Sustainability Concepts

The objective of this online course is to provide an overview of the environmental issues that all our working professionals should be aware of as per the directive of the Honble Supreme Court of India.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

A Brief introduction of Micro - Sensors

Introduction to micro- and nano-scale devices, covering MEMS and NEMS applications, design, analysis, characterization, and fabrication. Explore the world of miniature sensors and their impact on technology.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Advanced Computer Architecture

Explore advanced CPU design, pipeline optimization, memory systems, and multicore architectures. Gain insights into high-performance computing and future trends in processor development.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Foundations of Cryptography, IIIT Bangalore

Master the fundamental paradigms and principles of modern cryptography through formal definitions, constructions, and security properties of cryptographic objects.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Basics of Biology

Explore fundamental biology concepts, from cell structure to human physiology. Gain insights into cellular processes, disease mechanisms, and the integration of engineering skills to address real-world biological challenges.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Getting Started with Competitive Programming

Deepen your understanding of algorithmic techniques and prepare for coding competitions. Learn advanced sorting, greedy algorithms, graph theory, and dynamic programming through problem-solving and implementation.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Introduction to Information Retrieval

Master the science behind search engines through indexing, ranking algorithms, vector space models, and modern semantic retrieval techniques with hands-on Lucene practice.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Edge Computing

Explore edge computing fundamentals, applications, and frameworks. Learn distributed data analytics, machine learning, and AI use cases for low-latency, real-time scenarios like autonomous vehicles.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course