Swayam Courses

Introduction of North Indian Classical Instrumental Music

Explore the foundations of North Indian Classical Instrumental Music, covering Nada, Raga, Sitar techniques, and instrument categories like Tat, Sushir, Avnaddha, and Ghana.

• Swayam
• Self-Paced
• Free Online Course

Intelligent and Smart Buildings in the Context of Futuristic Architecture

Explore the intersection of Futurist Architecture and smart buildings, covering Antonio Sant'Elia's vision, IoT, AI, and sustainable design to shape innovative built environments.

• Swayam
• Self-Paced
• Free Online Course

Intermediary Algorithm

Explore advanced algorithm topics with in-depth mathematical analysis, building on foundational knowledge for B.Tech and M.Tech students, supported by industry leaders like Infosys and TCS.

• Swayam
• Self-Paced
• Free Online Course

Introduction to Alternative Finance

Explore the world of alternative finance, covering key instruments, hedging, and risk management. Ideal for students and professionals, no prior derivatives knowledge required.

• Swayam
• Self-Paced
• Free Online Course

Introduction to Application of Artificial Intelligence to Robotics

Explore the integration of AI into robotics, covering kinematics, dynamics, control systems, object recognition, path planning, NLP, and navigation to build a strong foundation for advanced robotics.

• Swayam
• Self-Paced
• Free Online Course

International Financial Management

Master global financial decision-making through foreign exchange markets, risk management, derivatives, and cross-border financing strategies for multinational corporations.

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

IIT Bombay;  NPTEL

Introduction to Autonomous Systems

Explore the fundamentals of autonomous systems, covering AI concepts, real-time systems, logical reasoning, search and learning techniques, and game theory basics for intelligent system synthesis.

• Swayam
• Self-Paced
• Free Online Course

Matrix Theory and Applications

Master linear algebra and matrix decompositions, covering least squares, optimization, and machine learning applications—tailored for EE, CSE, and AI/Data Science undergraduates with no prior ML experience required.

• Swayam
• Self-Paced
• Free Online Course

Mathematical Foundations for Machine Learning

Gain insights into the mathematical foundations of machine learning, covering linear algebra, probability, statistics, and calculus through intuitive visualizations and practical applications for ML algorithms.

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

Mathematical Foundations of Generative AI

Explore the mathematical foundations of generative AI, covering VAEs, GANs, diffusion models, and LLMs with hands-on PyTorch implementations for both theoretical and practical mastery.

• Swayam
• Self-Paced
• Free Online Course

Mathematical Modeling

Master advanced mathematical modeling techniques from power series to optimization, applying theoretical concepts to solve real-world problems across engineering, physics, and economics.

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

Material Selection for Mechanical Design

Master the art of systematic material selection for mechanical design—translating functional requirements into material indices, screening databases, and making trade-off-based decisions for real-world engineering applications.

• Swayam
• Self-Paced
• Free Online Course

Math Foundation

Explore foundational math concepts including logic, sets, functions, and relations, while developing proof techniques and geometric intuition for confident mathematical understanding.

• Swayam
• Self-Paced
• Free Online Course

Mechanical Characterization and Modelling of Tissues

Explore the biomechanical properties of soft tissues, covering experimental techniques, FEM, DIC, hyperelastic models, and tissue injury analysis for biomedical engineers and healthcare researchers.

• Swayam
• Self-Paced
• Free Online Course

Mechanics of Composite Materials and Structures

Explore the modeling and analysis of fiber-reinforced plastic composites, from micromechanics to failure mechanisms, with practical applications in aerospace, wind energy, and marine industries.

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