NPTEL Courses

E-Business

Explore e-business concepts, technologies, and decision support systems for managing digital enterprises. Learn about functional areas, infrastructure, and analytical tools for success in the online business world.

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

Cryptography and Network Security

The aim of this course is to introduce the student to the areas of cryptography and cryptanalysis.

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

Environmental Science

Explore global environmental challenges and sustainable solutions through an interdisciplinary lens. Gain insights into air, water, and soil pollution, climate change, renewable energy, and environmental policies.

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

Deep Learning - IIT Ropar

Explore deep learning architectures, optimization algorithms, and applications in computer vision and NLP. Gain practical knowledge for solving real-world problems using neural networks and advanced techniques.

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

Cloud Computing and Distributed Systems

Explore distributed computing concepts, algorithms, and cloud technologies. Gain in-depth knowledge of virtualization, storage, networking, fault-tolerance, and emerging big data areas. Examine industry systems like Apache Spark and Google's Chubby.

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

Business Intelligence & Analytics

Equips students with skills in data mining, modeling techniques, and tools for business decisions, preparing them for careers in data science, analytics, and market research.

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

Understanding Design

Explore the multifaceted world of design, its impact on society, industry, and environment. Gain insights into user-centered approaches, sustainability, collaboration, and innovation through lectures, case studies, and projects.

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

Foundations of Deep Learning: Concepts and Applications

Master neural networks from perceptrons to transformers with hands-on Python implementation, covering CNNs, RNNs, autoencoders, and modern LLMs for real-world AI applications.

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

Business Fundamentals for Entrepreneurs

Master essential business concepts and skills needed to build and scale successful ventures, from strategy and operations to marketing, finance, and sustainable business practices.

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

Internet Crimes and Cyber Security

Explore cybercrime investigation, digital forensics, and cyber law through hands-on OSINT tools, evidence collection, and AI-powered forensic techniques for comprehensive cyber security.

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

Machine Learning, ML

The scientific discipline of Machine Learning focuses on developing algorithms to find patterns or make predictions from empirical data. It is a classical sub-discipline within Artificial Intelligence (AI).

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

Project Management

Learn advanced project management concepts, from risk assessment to critical chain theory, applicable across industries. Develop skills in scheduling, resource management, and project control techniques.

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

Data Mining for Decision Making

Master data mining techniques including decision trees, neural networks, and clustering to extract actionable insights from complex datasets for informed decision-making.

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

Emotional Intelligence

Explore emotional intelligence's impact on personal and professional growth, learning practical skills to enhance self-awareness, manage emotions, and improve relationships for success in various life contexts.

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

Complete guide for campus interviews: Step by step preparation for Internships and Full-time jobs

Master essential job search strategies, from resume crafting and networking to interview preparation and career planning. Develop communication skills, learn industry insights, and build a framework for long-term professional success.

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