Generative AI & Agentic AI Course in Kolkata

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

Advantage Tower, 2nd, En-27, More, near WEBEL, EN Block, Sector V, Bidhannagar, Kolkata, West Bengal 700091, India

Generative AI and Agentic AI courses in Kolkata focus on practical skills such as prompt engineering, LLM orchestration, and autonomous multi-agent workflows. They provide hands-on learning and teach real-world AI applications. These AI courses prepare learners to build intelligent AI systems for modern business use cases. There is a rapid advancement of AI usage in industries across Kolkata, so choosing the right course to launch your career in this field becomes even more important.

If you are looking for the best Generative AI and Agentic AI course in Kolkata that also provides you with placement assistance, then upGrad’s AI classes are the right choice for you. These are beginner-friendly, offline courses that will take you from a beginner to a certified AI professional in just 3 months.

Why Choose Generative AI and Agentic AI Course in Kolkata?

Kolkata is seeing a rise in the adoption of AI by technology companies, consulting firms, and startups. Now that companies are incorporating Generative AI in products and workflows, there is a big need for experts who can build AI apps and automate complex processes for businesses.

The Generative AI and Agentic AI Course in Kolkata by upGrad is designed to take you from theory to practice, building real-world applications. You’ll learn RAG systems, AI agents, system architecture and deployment through classroom learning, guided projects and hands-on implementation and be prepared for emerging AI engineering careers.

Top reasons why learners choose the Generative AI and Agentic AI Course in Kolkata:

• Learn through offline classroom Generative AI and Agentic AI training led by experienced AI professionals.

• Industry-focused curriculum covering Prompt Engineering, RAG systems, Agentic AI, AI deployment, and production-ready AI applications.

• A 3-month classroom AI course in Kolkata offline built around practical enterprise AI use cases.

• Earn an IIIT-B add-on certification, Guided internship certification and course completion certifications from NSDC and upGrad to strengthen your professional profile.

• Build AI-powered assistants, enterprise document intelligence platforms, autonomous AI agents, and deployable GenAI applications.

• Receive 360° career support including resume building, mock interviews, LinkedIn profile evaluation, and placement assistance.

• Work on 12+ live projects using 15+ industry-relevant programming tools and AI technologies.

• Explore career opportunities with 3 years of extended Career Portal access.

Course Structure of the Generative AI and Agentic AI Course in Kolkata

The Generative AI and Agentic AI Course in Kolkata has a project-based curriculum that gradually improves your ability to design, build, and deploy contemporary artificial intelligence (AI) systems. You'll begin with the fundamentals of prompt engineering, then move on to creating enterprise-grade RAG pipelines, autonomous AI agents, and complete AI applications.

Each module blends instructor-led learning with implementation-based exercises, so you can develop your problem-solving skills as you build real-world AI solutions based on actual industry needs.

Skills You Will Learn:

As you progress through the AI courses in Kolkata, you'll gain practical expertise in technologies and workflows used to build modern AI solutions.

• Prompt Engineering

• Large Language Models (LLMs)

• Retrieval-Augmented Generation (RAG)

• AI Agents & Autonomous Workflows

• Vector Databases & Semantic Search

• AI System Architecture

• AI Application Deployment

• Enterprise AI Solution Development

Who Should Join upGrad's Generative AI and Agentic AI Course in Kolkata?

If you are eager to enter the fast-growing AI industry or to improve your current technical skills, this AI course in Kolkata offline offers practical insights into the technologies that power modern AI applications.

These offline AI classes in Kolkata are apt for students, graduates, software developers, working professionals, and career switchers who want to build deployable artificial intelligence systems rather than learn theoretical concepts.

Guided projects and enterprise-inspired use cases will give you the confidence to design AI workflows, build autonomous agents, and create production-ready applications that solve real-world business challenges.

This Generative AI and Agentic AI Course in Kolkata is ideal for:

• Graduates from any stream like B.E., B.A., B.Tech, B.Sc., BCA, MCA, B.Com., etc

• Final-year students

• Software developers looking to upskill in Generative AI and Agentic AI.

• Data professionals interested in AI application development.

• Working professionals planning to transition into AI engineering roles.

• Developers interested in LLMs, RAG systems, and autonomous AI workflows.

Nearby Areas We Cater for the Students

Our Learning Support Centre in Kolkata is situated at Advantage Tower, Sector V, Salt Lake, one of the city's premier IT and business districts. The centre is connected well by roads and public transport and can be easily accessed by learners coming from different parts of Kolkata.

Through instructor-led sessions, team projects, and practical AI application development, our learning environment will give you hands-on experimentation. This will help you learn technical skills relevant to the industry.

Students from nearby areas in Salt Lake, Kolkata can easily travel to the learning support centre for offline AI classes, project discussions, and career development support. Below is a list of the top localities we cater to.

Career Opportunities After Completing Generative AI and Agentic AI Course in Kolkata

Generative AI and Agentic AI are changing the way organizations automate workflows, build intelligent assistants, retrieve enterprise knowledge, and develop AI-powered products. As AI adoption is growing, so is the need for professionals who can work with these systems.

Upon successful completion of the Generative AI and Agentic AI course in Kolkata, you will be prepared to pursue opportunities in AI engineering, GenAI application development, intelligent automation, and AI solution design. These AI courses will also provide you with hands-on projects, deployment experience, and career guidance to create a portfolio for AI jobs.

Some of the career opportunities available upon completion of the Generative AI and Agentic AI course in Kolkata are listed below, where the average salary you can expect is anywhere between INR 5 LPA to 30 LPA. The final number will depend upon your job role, employer, skills, and experience.

Source: Glassdoor

Top companies hiring Generative AI and Agentic AI professionals:

After completing the AI courses in Kolkata, many top companies’ doors will open for you. Below we have listed the top companies in Kolkata that hire AI professionals.

• Accenture

• IBM

• TCS

• Cognizant

• Infosys

• Deloitte

• Capgemini

• Microsoft

• Amazon

• Wipro