NPTEL (National Programme on Technology Enhanced Learning) serves as the joint initiative taken by the Indian Institutes of Technology (IITs) and the Indian Institute of Science (IISc), backed by the MoE (Ministry of Education), Government of India, to provide high-quality online video courses and certification in engineering, science, and humanities that can helps Computer Science & Engineering (CSE) student aiming to strengthen preparing for GATE, placements, or higher studies.

Why NPTEL is Crucial for CSE Students

Let’s break it down:

Top NPTEL Courses Every CSE Student Should Explore

Here are must-watch picks for B.Tech. (CSE/AI-ML) students across semesters and skill levels:

Foundational Courses (For all CSE/AI-ML/Cybersecurity Students)

• Programming in C – Prof. Anupam Basu, IIT KGP
• Data Structures and Algorithms – Prof. Naveen Garg, IIT Delhi
• Operating Systems – Prof. P.K. Biswas, IIT KGP
• Database Management Systems – Prof. P. Dasgupta, IIT Kharagpur
• Computer Organization and Architecture – Prof. Indranil Sengupta, IIT KGP
• Object-Oriented Programming using Java – Prof. Debasis Samanta, IIT KGP

Advanced / Trending Courses (AI-ML & CSE Focused)

• Introduction to Machine Learning – Prof. Sudarshan Iyengar, IIT Ropar
• Deep Learning – Prof. Balaraman Ravindran, IIT Madras
• Natural Language Processing – Prof. Pushpak Bhattacharyya, IIT Bombay
• Reinforcement Learning – Prof. Shivaram Kalyanakrishnan, IIT Bombay
• Applied Accelerated Artificial Intelligence – Prof. Gaurav Harit, IIT Jodhpur
• Cloud Computing – Prof. Rajkumar Buyya, Univ of Melbourne (Joint with IITs)
• Big Data Computing – Prof. Rajiv Misra, IIT Patna

Security / Cybersecurity / Networks (For Cybersecurity Track)

• Cryptography and Network Security – Prof. Saurabh Mukhopadhyay, IIT KGP
• Ethical Hacking – Prof. Kameswari Chebrolu, IIT Bombay (also from C-DAC sessions)
• Introduction to Information Security – Prof. Debdeep Mukhopadhyay, IIT KGP
• Computer Networks and Internet Protocol – Prof. A.K. Turuk, IIT Bhubaneswar
• Cyber Security and Privacy – Prof. Sandeep Shukla, IIT Kanpur
• Quantum Computing Fundamentals – Prof. Anil Prabhakar, IIT Madras
• Digital Forensics – Prof. R.K. Shyamasundar, IIT Bombay

Honorable Mentions (Cross-domain or Industry-Oriented)

• Software Testing – Prof. Meenakshi D’Souza, IIIT Bangalore
• Software Engineering – Prof. Rajib Mall, IIT KGP
• Design and Analysis of Algorithms – Prof. Madhavan Mukund, CMI
• Compiler Design – Prof. Santanu Chattopadhyay, IIT KGP
• Internet of Things (IoT) – Prof. Sudip Misra, IIT KGP
• Blockchain Technology – Prof. Sandip Chakraborty, IIT KGP

Key Takeaways to Maximize NPTEL

• Don’t just binge-watch. Take notes and solve assignments.
• Join the NPTEL Discussion Forums.
• Enroll in the proctored exam for certifications.
• Create a LinkedIn Skill Portfolio using your course completions.
• Use NPTEL as revision for your semester exams and GATE

 References

• 🌐 NPTEL Official Website
• 🧪 NPTEL Swayam Portal
• 📢 NPTEL YouTube Channel

From
Mr. Yogesh
Assistant Professor (CSE Department)
UGC-NET JRF (CS), GATE(CS), GATE(DA)
Lingaya’s Vidyapeeth