NPTEL Courses

Advanced Control System Design for Aerospace Vehicles

Comprehensive exploration of advanced control systems for aerospace vehicles, covering classical and modern techniques, flight dynamics, optimization, and adaptive designs for enhanced aircraft performance.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

Introduction to CFD

Explore computational fluid dynamics fundamentals, from numerical methods to advanced techniques like multigrid and parallel computing, with practical demonstrations and applications.

• YouTube
• 1 day 8 hours
• Self-Paced
• Free Video

Introduction to Aerospace Propulsion

Explore aerospace propulsion's evolution, thermodynamics principles, and various power cycles. Gain insights into compressible flows and shock waves for a comprehensive understanding of propulsion systems.

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

Introduction to Propulsion

Comprehensive exploration of aerospace propulsion fundamentals through 40 lectures, covering essential concepts and principles for aspiring aerospace engineers and enthusiasts.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Instability and Transition of Fluid Flows

Comprehensive exploration of fluid flow dynamics, focusing on instability and transition phenomena through 39 in-depth lectures. Gain advanced understanding of complex fluid behavior.

• YouTube
• 1 day 11 hours
• Self-Paced
• Free Video

Foundation of Scientific Computing

Explore the fundamentals of scientific computing through a comprehensive series of lectures, covering essential concepts and techniques for computational problem-solving in scientific research.

• YouTube
• 1 day
• Self-Paced
• Free Video

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
• Self-Paced
• Free Online Course

Introduction to Large Language Models (LLMs)

Dive into the architecture, training, and applications of Large Language Models, from fundamental NLP concepts to advanced topics like RLHF, parameter-efficient tuning, and ethical considerations.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Soft Computing Techniques

Master soft computing fundamentals including fuzzy logic, genetic algorithms, rough sets, and hybrid techniques for solving complex real-world optimization and data analysis problems.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

HR Analytics

Gain in-depth understanding of HR functions and learn to apply analytics for better decision-making. Master data visualization tools like SPSS, AMOS, Tableau, and Power BI to enhance HR practices and develop an analytics unit.

• Swayam
• 6 weeks
• Self-Paced
• Free Online Course

Aspen Plus® Simulation Software - An Advanced Course for Learners

Master advanced Aspen Plus® simulation for chemical process industries, covering complex unit operations, batch models, and real-world case studies to enhance your modeling and optimization skills.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

AI driven Perception, Learning and Mapping for Drones

Explore AI-driven drone perception with deep learning, CNNs, object detection, 3D reconstruction, and reinforcement learning using MATLAB and PyTorch.

• Swayam
• Self-Paced
• Free Online Course

AI for Earth Observation

Explore AI techniques for Earth observation, covering semantic segmentation, SAR, hyperspectral imaging, multi-sensor fusion, and vision foundation models for remote sensing applications.

• Swayam
• Self-Paced
• Free Online Course

AI for clinicians

Explore AI fundamentals tailored for clinicians, covering deep learning, model architectures, bias, explainability, and governance to critically appraise and lead AI adoption in healthcare settings.

• Swayam
• Self-Paced
• Free Online Course

Advanced Plasticity of Solid Continua

Master advanced plasticity theory in solid continua, covering finite-deformation kinematics, thermodynamic constitutive models, yield criteria, flow rules, and FEM implementation for research-grade computational modeling.

• Swayam
• Self-Paced
• Free Online Course