AI Pro: Generative AI & Agentic AI

MODULE 01: Foundations of Applied GenAI Systems

Learners Will Build:

• Prompt engineering pipelines

• Token, context & response control mechanisms

• Evaluation pipelines

Key Outcomes:

• Structured GenAI pipelines

• LLM output control

• Cost & latency evaluation

• Use-case identification

Learners Will Build:

• End-to-end RAG pipelines

• Embedding-based semantic search systems

• Context-aware Q&A over enterprise knowledge

Key Outcomes:

• Deploy RAG using embeddings & vector DBs

• Implement chunking & retrieval strategies

• Troubleshoot hallucinations

Learners Will Build:

• Multi-step agent workflows with tool calling

• Autonomous task execution systems

• AI agents integrated with APIs

Key Outcomes:

• Agent reasoning & decision flows

• Memory-based planning logic

• Failure handling & safety boundaries

Learners Will Build:

• API-based GenAI services

• Local & cloud-ready deployments

• End-to-end architectures

Key Outcomes:

• Deploy GenAI & Agentic systems

• Design optimized system architectures

• Apply responsible AI practices

Capstone Deliverables:

• Enterprise document intelligence platform

• Autonomous workflow automation agent

• AI assistant combining RAG + Agent workflows

Curriculum Outcome:

• Own an AI problem end-to-end

• Justify architecture & tools

• Deliver a deployable AI system

• Python

• Pandas

• NumPy

• OpenAI

• LangChain

• LangGraph

• FAISS

• Hugging Face

• Neo4j

• Jupyter

• Streamlit

• GitHub

• Power BI

• n8n

• Graduation in any stream (B.E., B.Tech, B.Sc, B.Com, B.A., etc.)

• Basic understanding of programming or logical thinking is preferred

• No prior experience in Generative AI or Agentic AI required

Generative AI and Agentic AI are reshaping how businesses build software, automate work, and make decisions. Companies need professionals who can design, build, and deploy real AI systems. Not just use AI tools.

The AI Pro Generative AI & Agentic AI Course by upGrad is built for this shift. It is a 3-month, classroom-led program. Learners study prompt engineering, RAG systems, and agentic workflows. They also learn deployment. This blog explains the curriculum, skills, careers, and everything else you need to know before enrolling in this Gen AI course.

Why Choose the AI Pro Generative AI & Agentic AI Course?

Most AI courses teach tools. Few teach system design. The AI Pro program is different. It focuses on building and deploying production-style AI systems, not just experimenting with prompts.

Learners work on 15+ live projects. These include enterprise document intelligence platforms and autonomous workflow agents. The program also offers free access to 12+ industry tools, IIIT-Bangalore masterclasses with an add-on certificate, and 1:1 mentorship. Career support includes 3 years of career portal access and 1,200+ hiring partners. For anyone comparing an Agentic AI course against a generic prompt-engineering workshop, this depth of practical, system-level training is the key difference.

Online vs Offline AI Pro Course: Why Classroom Training Works

GenAI and Agentic AI systems are complex. Self-paced videos often fall short for such technical topics. Classroom AI training solves this problem through structure, live guidance, and accountability.

This structure matters most for a technical fields like Gen AI courses. Complex concepts such as RAG pipelines and agent workflows are easier to grasp with live demonstration and immediate feedback.

Syllabus & Curriculum of the AI Pro Course

The curriculum has four modules and one capstone. It moves learners from GenAI foundations to full system deployment over 3 months. Each module pairs theory with a hands-on build.

Skills You Will Learn in the AI Pro Course

By the end of the program, learners gain practical, job-ready skills. These include:

• Designing structured prompt engineering pipelines

• Building end-to-end RAG systems using embeddings and vector databases

• Creating multi-step AI agents with tool calling and memory

• Deploying GenAI services through APIs, locally and on the cloud

• Applying responsible AI practices in system design

• Working with tools like LangChain, LangGraph, FAISS, Hugging Face, Neo4j, and Power BI

• Managing token usage, latency, and cost in production systems

• Troubleshooting hallucinations and improving retrieval accuracy

Career Opportunities After Completing the AI Pro Course

A structured Agentic AI course like this opens doors across emerging AI-first job roles. Demand for these roles is growing fast in India.

Job Roles

Graduates can pursue roles such as GenAI Engineer, AI Engineer or AI Developer, and AI Solutions Architect. Some learners also move into hybrid roles. These combine data science with applied GenAI system-building.

Salary Expectations

AI-focused roles command strong salaries in India. Pay scales with experience, specialization, and the complexity of systems a professional can build and deploy.

Industries Hiring

IT services, product companies, and consulting firms are hiring for GenAI and Agentic AI roles. So are BFSI, healthcare, retail, and SaaS startups. Any sector automating workflows or building AI-native products needs professionals with this skill set.

Who Should Enroll in This AI Pro Course?

This program suits a wide range of learners:

• Freshers who want to enter the AI field with practical, job-ready skills

• Working professionals looking to upskill into GenAI or Agentic AI roles

• Learners returning from a career break who need structured, mentor-led re-entry

• Professionals wanting to scale up from generalist tech roles into specialized AI roles

• Developers and analysts who want to move beyond prompt usage into system design

• Anyone curious about AI but unsure where to start with a technical, hands-on program

Why AI Pro Generative AI & Agentic AI Course is a High-Growth Career in India?

Public and private enterprises are actively seeking professionals in Gen AI and Agentic AI due to their growing popularity and skills they feature.

• India's demand for GenAI and Agentic AI talent is growing faster than supply

• Companies across sectors are adopting AI agents to automate workflows

• Few professionals can design and deploy full AI systems, not just use tools

• Salaries for applied AI roles are rising faster than many traditional tech roles

• Global capability centres in India are actively building GenAI-focused teams

• Agentic AI is an emerging specialization, giving early learners a competitive edge

Why Choose upGrad's Learning Support Centre for the AI Pro Course?

The AI Pro course at upGrad introduces all the basic and advanced tools and skills required to built a future-ready career in this industry.

• 100% classroom-based AI training with live faculty and instant doubt resolution

• 15+ live projects covering RAG systems, AI agents, and deployment

• Masterclasses from IIIT-Bangalore faculty with an add-on IIITB certificate

• 1:1 mentorship from experienced AI and Data Science professionals

• 360° career support, including resume building and mock interviews

• 3 years of access to both the learning portal and the career portal

• Flexible morning, evening, and weekend batches

• Merit-based scholarships of up to 50%

List of Cities Where We Cater for the AI Pro Course

upGrad's Learning Support Centres bring classroom-led AI training closer to learners across India.

Certifications

Completing the AI Pro course earns more than one credential. Learners receive multiple certifications that add weight to their professional profile.

Conclusion

The AI Pro Generative AI & Agentic AI Course prepares learners to build real, deployable AI systems. Not just experiment with prompts. With classroom mentorship, live projects, and strong career support, it suits freshers, working professionals, and anyone ready to specialize in one of India's fastest-growing tech fields. For learners exploring a Gen AI course with genuine system-building depth, this program is a practical starting point.