IIT Hyderabad Applied AI Certification Programme 2026

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IIT Hyderabad Applied AI Professional Certification Programme 2026: Key Highlights

The programme focuses on developing practical skills rather than limiting learning to classroom-based theory. Its structure is built around a continuous “learn, apply and build” approach.

The September 2026 cohort includes:

• Four-week programme from September 19 to October 17, 2026

• Hybrid learning format

• Instructor-led sessions conducted on Saturdays

• Option to attend sessions on the IIT Hyderabad campus or online

• Hands-on development of AI agent systems

• Guided online learning and mentor support

• Assignments, assessments and project work

• Project demonstration and presentation at the end of the programme

• IIT Hyderabad Professional Certificate for participants who complete the prescribed requirements

This structure makes the programme particularly focused on applying AI concepts to practical development scenarios.

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Applied AI Course Structure and Hybrid Learning Format

The IIT Hyderabad Applied AI Certification Programme 2026 uses a combination of classroom instruction and online learning. Instructor-led sessions are scheduled on Saturdays, with participants able to attend either physically at the IIT Hyderabad campus or through the online mode.

Between instructor-led sessions, participants receive guided online learning, mentor support and hands-on assignments. This creates a learning cycle in which concepts introduced during sessions can be applied through practical work.

Rather than treating theory and implementation as separate stages, the programme connects learning directly with project development.

AI Agent Development and Real-World Applications

One of the central areas of the programme is the development of AI agent systems for real-world applications.

Participants are expected to learn how to design, build, evaluate and operate AI systems. The programme uses a production-style AI agent application as a continuous project throughout the four weeks.

This means participants work on the same application while progressively applying concepts introduced during different stages of the programme. The approach provides a practical connection between individual AI engineering concepts and the development of a complete application.

AI Engineering Curriculum: RAG, Memory, Orchestration and Multi-Agent Systems

The curriculum covers several areas associated with modern AI engineering and agent-based systems.

Key topics include:

Tool Use in AI Systems

Participants explore how AI systems can work with tools as part of developing practical AI applications.

Retrieval-Augmented Generation (RAG)

The programme includes Retrieval-Augmented Generation (RAG), an approach used to connect AI systems with relevant information sources while generating responses.

AI Agent Memory and Orchestration

The curriculum also covers memory and orchestration, which are important components when designing AI systems that need to manage information and coordinate different processes.

Multi-Agent Systems

Participants are introduced to multi-agent systems, expanding their understanding of how multiple AI agents can work together within an application.

AI Evaluation and Observability

The programme covers evaluation and observability, helping participants understand how AI systems can be assessed and monitored.

AI Guardrails and Deployment

The curriculum further includes guardrails and deployment, bringing attention to the operational side of building and running AI applications.

Together, these topics provide exposure to different stages involved in developing and operating modern AI agent systems.

Learn, Apply and Build Approach for AI Projects

A major feature of the programme is its continuous learn, apply and build methodology.

Instead of completing classroom learning first and moving to practical work later, participants apply concepts throughout the programme. A single production-style AI agent application serves as the foundation for this practical learning journey.

The four-week programme concludes with project demonstrations and presentations, followed by feedback. This project-oriented structure allows participants to bring together concepts from the programme into an application.

IIT Hyderabad Applied AI Certification and Faculty

The programme is delivered by faculty members from the Department of Computer Science and Engineering at IIT Hyderabad along with an AI Solution Architect.

The lectures will be delivered by Dr Praveen Tammana, Dr Ashish Mishra and Dr Anupam Sanghi, faculty members at IIT Hyderabad, along with N V S S Koundinya, an AI Solution Architect.

Participants who complete the prescribed assignments, assessments and other programme requirements receive an IIT Hyderabad Professional Certificate.

PW IOI B.Tech Program: Building Future-Ready Technology Skills

While specialised certification programmes can help professionals build focused expertise in emerging technologies, students looking to develop a broader technology foundation can explore the PW IOI B.Tech Program.

PW IOI's focuses on an industry-oriented approach to engineering education, combining academic learning with practical exposure, projects, mentorship and technology-focused learning. The programme is designed for students who want to build their skills progressively while gaining exposure to areas relevant to the evolving technology industry.

For students interested in computer science, artificial intelligence and future technology careers, the PW IOI B.Tech Program can provide a structured undergraduate pathway rather than a short-term certification route.

Explore the PW IOI B.Tech Program to learn more about the curriculum, learning experience and opportunities available through the programme.

Why Applied AI Skills Matter in 2026

The growth of AI agents is creating demand for professionals who understand more than basic AI concepts. Building useful AI applications requires knowledge of areas such as retrieval, memory, orchestration, evaluation, monitoring, safeguards and deployment.

The IIT Hyderabad Applied AI Certification Programme 2026 reflects this shift by combining instructor-led learning with guided online study, assignments and a continuous project.

For working professionals seeking focused exposure to AI agent development, the programme provides a structured four-week learning experience centred on designing, building, evaluating and operating AI systems.

As AI continues to become an important part of software and business applications, practical AI engineering skills can become increasingly relevant for professionals looking to understand and work with the next generation of intelligent systems.