Next-Gen AI Curriculum • 100% Placement Assistance

Master Generative AI & LLMs
in Kolkata with Live Capstone Projects

Fast-track your AI career with hands-on training in Prompt Engineering, LangChain, OpenAI APIs, Claude, Vector DBs, RAG Architecture, and Autonomous AI Agents. Learn from experienced industry mentors with 17+ years of excellence at Acesoftech Academy, Kolkata.

Learn from Industry Experts

1-on-1 practical mentorship from real-world AI practitioners

Hands-on Capstones

Build 10+ production-grade GenAI apps & autonomous agents

Latest Tools & Tech

ChatGPT, Claude 3.5, LangChain, Pinecone & Python AI

100% Placement Support

Direct recruiter referrals, portfolio reviews & mock interviews

5000+ Students Trained
4.8/5 Google Rating ⭐
250+ Hiring Partners
17+ Years Industry Legacy
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Fill in your details to receive 1-on-1 counseling, full syllabus & batch timings.

WHY ACESOFTECH ACADEMY

Why Students Choose Acesoftech Academy

Learn Generative AI with Hands-on Practical Training

Choosing the right Generative AI course is an important career decision. Many students compare course fees, curriculum modules, and certifications. But one essential question matters the most:

“Will I learn skills that I can actually use in real-world jobs?”

At Acesoftech Academy, we believe the best way to master Generative AI is through rigorous hands-on practice. Every concept is broken down simply, followed by practical live coding assignments, real-time debugging, and expert 1-on-1 mentor guidance. This ensures you build job-ready confidence.

17+
YEARS OF TRAINING EXPERIENCE
5,000+
SUCCESSFUL STUDENTS TRAINED
250+
ACTIVE HIRING PARTNERS
4.8
GOOGLE REVIEWS RATING
Top Hiring Companies

Our Students are Working In

INDUSTRY REALITY CHECK

AI Is Changing Every Industry But Companies Need
Engineers Who Can Build Real AI Systems

The market doesn't need prompt copy-pasters. Industry seeks engineers who design, build, and deploy production-grade GenAI architectures.

Why Most AI Learners Fall Behind

Common traps in conventional AI tutorials

  • Only learn theory, not real implementation
  • Never build production-ready AI systems
  • Lacks hands-on GenAI workflow experience
  • Struggle with RAG and LLM architecture
  • Don’t know how to deploy AI applications
  • Graduate without portfolio-ready projects

How This Generative AI Course Helps You

The Acesoftech production-level blueprint

  • Build real-world AI applications from scratch
  • Work with OpenAI, Gemini & Claude APIs
  • Create AI chatbots, assistants & copilots
  • Develop enterprise-grade RAG systems
  • Master LangChain & LangGraph workflows
  • Deploy production-ready AI APIs
  • Build a job-ready AI engineering portfolio
TARGET AUDIENCE

Who Should Join This Generative AI Course?

Designed for Learners Ready to Build Real AI Engineering Skills

Student, developer, working professional or career changer — this Generative AI Course in Kolkata is crafted to help you master real GenAI skills through hands-on projects, real-life AI workflows, and career-focused, industry-ready training.

Startup Founders

Build AI-powered products, assistants, and automation systems for your business.

Freelancers & Tech Consultants

Offer in-demand GenAI solutions and unlock new high-value opportunities.

Students & Fresh Graduates

Get started on your AI career path with job-ready skills and hands-on projects.

Python Developers

Leverage your coding foundation to build advanced LLM-powered applications.

Software Engineers

Transition to AI engineering and remain competitive as technology advances.

Working Professionals

Transition into high-growth AI roles without pausing your current career.

Data Science Enthusiasts

Go beyond analytics toward building actual GenAI applications in practice.

Backend Developers

Learn to integrate APIs, vector databases, and production AI workflows.

Not sure if this course is right for your profile? Discuss with AI Course Mentor
COMPREHENSIVE CURRICULUM

Detailed Generative AI
Course Syllabus

A modern, production-grade 9-module curriculum designed to take you from core AI foundations to deploying enterprise RAG, LangChain agents, and custom fine-tuned LLMs.

9 Detailed Modules Zero to Advanced Architecture
10+ Live Capstone Projects RAG, Copilots, Custom Agents
Flexible Batches Weekday & Weekend Batches
Industry Certification 100% Job Placement Assistance
  • Introduction to Generative AI and its real-world enterprise applications.
  • Core concepts of probability and statistics used in modern GenAI architectures.
  • Overview of generative models including GANs, VAEs, and Autoencoders.
  • Deep learning foundations, multi-head attention mechanisms & transformer matrices.
  • Large Language Models (LLMs): Understanding LLM architecture, tokenizer logic & design.
  • ChatGPT & frontier model prompt writing for accurate, structured, and creative outputs.
  • Techniques: Zero-shot, Few-shot, Persona prompting, and Chain-of-Thought (CoT) reasoning.
  • Prompt injection defense, output constraints, delimiters, and adversarial prompting security.
  • Context window management and system prompt architecture.
  • Comprehensive comparison of top LLMs: GPT-4o, Claude 3.5, Gemini, Google FLAN & Falcon.
  • Introduction to multimodal generative models across Image, Video, and Audio domains.
  • Hands-on image generation workflows with DALL-E 3, Midjourney APIs & Stable Diffusion.
  • Audio transcription, synthesis & Whisper speech-to-text pipelines.
  • Domain adaptation techniques: Fine-tuning, LoRA, QLoRA, and RLHF concepts.
  • Dense vector embeddings generation and cosine similarity search algorithms.
  • Integrating Knowledge Graphs and semantic search engines for structured enterprise data.
  • Formulating domain-specific customization strategies for finance, healthcare, and retail.
  • GenAI’s strategic role in modern enterprise cloud and microservice architecture.
  • Detailed architectural breakdown of transformer attention layers and inference caching.
  • Use-case-driven model evaluation and selection workflows for scalable industrial adoption.
  • Industrializing GenAI applications with modern ModelOps and LLMOps practices.
  • Recalibration, automated testing, hallucination checks, and model maintenance cycles.
  • Production deployment: Neural search engines, conversational copilots & domain APIs.
  • Mastering LangChain Core, LCEL (LangChain Expression Language), and multi-LLM chains.
  • Text splitters, semantic chunking, conversational memory management & vector retrievers.
  • Live capstone project: End-to-end multi-document RAG assistant with conversational QA.
  • Connecting LLMs to external tools, SQL databases, and web search APIs.
  • Overview and local inference with Meta Llama 3, Mistral AI, Cohere & AI21 models.
  • Self-hosting open-source LLMs using Ollama, vLLM & Hugging Face Transformers.
  • Benchmarking latency, cost per token, and domain-specific performance trade-offs.
  • Addressing bias, toxicity, fairness & inclusivity in generative language models.
  • Legal, IP, licensing, and copyright considerations for AI-generated code, text, and media.
  • Implementing safety filters using NeMo Guardrails and Llama Guard.
LEARNING BLUEPRINT

Structured AI Engineering Roadmap

Master real-world AI engineering through a structured, step-by-step roadmap that takes you from core foundations to building, deploying, and scaling production-ready Generative AI applications using modern industry workflows.

01
Foundation

AI & Python Foundations

Master the core coding and API architecture needed for modern AI pipelines.

  • Python for AI & Data Structures
  • REST APIs & JSON Schema Parsing
  • Async AI Execution Workflows
  • Jupyter, VS Code & Git Dev Setup
  • OpenAI SDK & Environment Config
02
Core LLM

LLM Engineering & Prompting

Harness the full power of frontier models with advanced prompting and orchestration.

  • Zero-Shot, Few-Shot & CoT Prompting
  • Multi-LLM (GPT-4o, Claude 3.5, Gemini)
  • Function Calling & Pydantic Schema
  • Prompt Security & LLM Guardrails
  • Fine-Tuning & Context Optimization
03
Advanced RAG

RAG & AI App Development

Build intelligent retrieval systems that connect LLMs to proprietary private data.

  • Embeddings & Vector Similarity Math
  • Pinecone, ChromaDB & pgvector
  • Hybrid Semantic Search & Chunking
  • Conversational RAG with Re-ranking
  • Multi-Document Citation Systems
04
Deployment

AI Backend & Production

Deploy scalable, enterprise-grade AI APIs, multi-agent graphs, and microservices.

  • FastAPI Backend & SSE Streaming
  • LangGraph Multi-Agent Workflows
  • AI Observability & LangSmith Tracing
  • Docker Containerization & Cloud Deploy
  • End-to-End Capstone AI Project
TECH STACK & FRAMEWORKS

Tools & Technologies You'll Master with our
Generative AI Course

Gain hands-on proficiency with industry-standard LLM architectures, deep learning libraries, vector engines, and enterprise cloud frameworks used by top AI labs worldwide.

Python

Core AI Programming

LangChain

LLM Framework & Agents

ChatGPT & GPT-4o

Frontier LLM API

Hugging Face

Transformers & Hub

TensorFlow

Deep Learning Engine

Keras

Neural Networks API

BERT

Transformer Architecture

NLTK

Natural Language Toolkit

DALL-E 2 / 3

Diffusion & Image AI

NLP (Natural Language)

Text Understanding

Large Language Models

Fine-Tuning & Attention

Prompt Engineering

Advanced Context Design

Generative AI

Autonomous Copilots

Generative AI on Cloud

AWS Bedrock & GCP Vertex

Get the Complete Tools & Course Brochure

Includes full syllabus schedule, tools breakdown, capstone project list & placement guide.

Download Brochure
REAL STUDENT EXPERIENCES

What Our Students Say About Their
Generative AI Journey

We take immense pride in delivering hands-on, job-ready AI training. Over 5,000+ graduates have transformed their careers with Acesoftech Academy. Here is what our alumni have to say:

4.8 / 5.0 Rating based on 250+ Verified Google Reviews
Verified Alumni

“The Generative AI course at Acesoftech Academy completely upgraded my engineering skills. The mentors didn't just teach prompt basics — we built production-ready RAG pipelines and integrated LangChain with OpenAI APIs. The 1-on-1 capstone mentorship was invaluable!”

AM

Aarav Mukherjee

AI Solutions Engineer • Cognizant
Verified Alumni

“I joined to transition from backend developer to AI engineering, and it exceeded every expectation. The sessions are 100% practical — covering Vector Databases (Pinecone), ChromaDB, and deploying FastAPI microservices. Best GenAI course in Kolkata!”

DC

Debojyoti Chakraborty

GenAI Developer • Capgemini
Verified Alumni

“One of the finest learning experiences. We learned how to construct autonomous AI agents, automate enterprise workflows, and implement prompt security guardrails. The mock interviews and placement team helped me land my dream role.”

MB

Monika Banerjee

AI Product Consultant
Verified Alumni

“Acesoftech Academy’s 17+ years of training legacy is clearly visible in the curriculum depth. The modules on Hugging Face transformers, fine-tuning with LoRA, and LangGraph workflow orchestration were taught with crystal clarity.”

DS

Deepika Sen

Data Scientist • ITC Infotech
Verified Alumni

“I really loved the project-first approach. Instead of theoretical presentations, 80% of our class was live coding in VS Code. Building conversational search copilots and document assistants gave me the confidence to ace tech interviews.”

ND

Nikhil Dutta

Software Engineer • Tech Mahindra
Verified Alumni

“The trainer's practical industry background made a huge difference. They guided us through self-hosting open-source LLMs like Llama 3 with Ollama and connecting them to full-stack frontend applications. Excellent academy!”

VD

Vivek Das

Full Stack AI Engineer
Want to achieve similar career growth in Generative AI? Book Your Free Demo Class
FREQUENTLY ASKED QUESTIONS

Got Questions? We've Got Answers

Everything you need to know about our Generative AI Course in Kolkata — eligibility, prerequisite coding knowledge, live projects, batch timings, and placement assistance.

This course is designed for students, software developers, working professionals, data science enthusiasts, startup founders, and career switchers looking to master real-world GenAI engineering. Even beginners can enroll with confidence, as our curriculum starts with foundational Python programming and AI API fundamentals before moving to advanced LLMs.

Prior coding experience is helpful but not mandatory. Our course features dedicated starting modules covering essential Python programming, data structures, REST APIs, and JSON schema parsing so that learners from non-coding backgrounds can comfortably build hands-on AI applications.

You will gain hands-on proficiency with frontier models and industry-standard frameworks, including OpenAI GPT-4o, Claude 3.5, Google Gemini, LangChain, LangGraph, FastAPI, Pinecone, ChromaDB, FAISS, Ollama, Docker, Hugging Face Transformers, and DALL-E. These are the exact technologies currently utilized by top AI product engineering teams.

Yes, absolutely! Over 80% of the course is project-first. You will build 10+ production-grade projects, including multi-document Conversational RAG assistants, autonomous LangGraph multi-agent copilots, neural semantic search engines, enterprise customer support bots, and full-stack FastAPI AI microservices that you can showcase in your GitHub portfolio.

Yes, Retrieval-Augmented Generation (RAG) and Autonomous AI Agents are core pillars of this program. You will learn chunking strategies, dense vector embeddings, hybrid semantic retrieval with re-ranking, external tool calling, SQL database querying, and multi-step agent decision graphs with LangGraph.

Yes, Acesoftech Academy provides 100% dedicated placement support. Our placement team conducts AI technical mock interviews, resume and LinkedIn profile optimization, GitHub portfolio reviews, and connects you directly with our network of 250+ active hiring partners across Kolkata, Bengaluru, and pan-India.

Upon successful completion, you can target high-paying in-demand roles such as Generative AI Engineer, LLM Application Developer, Prompt Engineer, RAG Architect, AI Backend Developer, AI Automation Specialist, and AI Solutions Consultant across fast-growing AI startups and global IT services companies.

Acesoftech Academy brings 17+ years of IT training excellence (since 2009) with 5,000+ alumni placed globally. Unlike generic theory bootcamps, our Generative AI program delivers 1-on-1 mentorship from real-world AI engineers, small batch sizes, hands-on production codebases, and lifelong career assistance right here in Kolkata (Topsia) and online.

Still Have Questions About the Course?

Speak directly with our senior AI course mentor or schedule a 1-on-1 career counseling call.