Do I need to know Deep Learning before joining?

No. We cover the essential Transformer architecture in Module 1, so you just need a strong grasp of Python. Understanding neural network basics is helpful but not required — we build from the ground up.

Is this a remote Gen AI course for working professionals?

Yes. The program is 100% virtual with pre-recorded sessions you can watch at your own pace plus live weekend mentorship sessions for doubt-clearing and project guidance.

Will I get a Generative AI certification with placement support?

Yes. You receive a professional Skill Spirits Gen AI Certificate, Letter of Recommendation (LOR), and full placement assistance including resume review, AI interview prep, and direct recruiter referrals upon completing the Capstone project.

Is this better than a generic AI/ML course?

Yes. Generic courses teach you to train models in Jupyter Notebooks. This program focuses on the Full Stack — you learn to build complete, deployed AI applications that work in production. Employers hire builders, not just learners.

What is the average salary for Gen AI engineers in India?

Generative AI Engineers in India command ₹12–25 LPA at the entry-to-mid level, with LLM Architects and AI Solution Architects reaching ₹18–30 LPA. The field has seen 300% growth in job postings in 2024–2026.

Do I get GPU access for fine-tuning models?

Yes. We provide guidance on using Google Colab Pro, AWS SageMaker Studio, and other cloud GPU environments for fine-tuning exercises. We also teach cost-efficient quantization techniques so you can run experiments on consumer hardware.

What kind of projects will I build?

You will build 4 end-to-end AI products: (1) an Enterprise RAG Chatbot connected to your own documents, (2) an Autonomous AI Agent with web search and tool use, (3) a fine-tuned domain-specific LLM, and (4) a full-stack AI SaaS application deployed to the cloud with a real UI.

Can a non-CS background student join this program?

Yes, but you must be comfortable with Python programming. If you have completed our Python Intermediate or Python for Data Science programs, you are fully prepared for this course. Career changers from non-tech backgrounds can succeed with dedication.

— INDIA'S #1 GENERATIVE AI PROGRAM —

Best Full Stack Generative AI Course in India 2026

Industry-Certified Generative AI Program with Placement Support

Stop just prompting AI — start building it. Master LLMs, LangChain, Vector Databases, and AI Agent development to build the next generation of AI applications. Join Skill Spirits' Full Stack Generative AI program where we bridge the gap between basic API calls and professional AI engineering.

6 Months

Duration

1,000+

Students

4.9/5

Rating

4 AI Apps

Projects

100% Online

Mode

Verified

Certificate

Included

LOR

Intermediate+

Level

— WHY SKILL SPIRITS —

Why Choose the Full Stack Gen AI Program?

The world doesn't need more "Prompt Engineers" — it needs AI Architects. Skill Spirits provides a comprehensive ecosystem to master the entire stack of Generative AI, from the model layer to the user interface and cloud infrastructure.

🧠

Mastering Large Language Models (LLMs)

Deep dive into GPT-4o, Claude 3.5, Llama 3, and Mistral — understanding architecture, not just APIs.

📚

RAG (Retrieval Augmented Generation) Mastery

Learn to connect AI to private data using Vector Databases — the most in-demand enterprise AI skill.

🤖

AI Agent Orchestration with LangChain

Build autonomous agents that plan, reason, and execute complex multi-step tasks using tools.

🎯

Fine-Tuning LLMs on Domain Data

Train models on specific business data using PEFT and LoRA for higher accuracy and custom behavior.

🌐

Full Stack AI Integration

Build beautiful frontends using Streamlit and React, and powerful backends using FastAPI.

☁️

Cloud Deployment for AI Apps

Deploy your AI products on AWS, GCP, or Azure using Docker, Kubernetes, and CI/CD pipelines.

💼

Enterprise-Grade Project Portfolio

Build 4 massive end-to-end AI products for GitHub — each one interview-ready and production-grade.

🚀

100% Placement Assistance

AI-specific resume building, mock interviews with real AI hiring scenarios, and direct recruiter referrals.

₹12–25 LPA

Average Salary for Generative AI Engineers in India

300% ↑

Surge in Full Stack AI Developer Job Openings (2024–2026)

60% ↑

Growth in LLM Engineer Job Openings Year-on-Year

— THE POWER STACK —

Technologies You'll Master

The exact tools used by the top 1% of AI Engineers globally

🐍

Python

The backbone of all modern AI and LLM development.

🔗

LangChain / LlamaIndex

Gold standard for LLM application orchestration and agent workflows.

🧠

Vector Databases

Master Pinecone, Milvus, and ChromaDB for long-term AI memory.

🤗

Hugging Face

The GitHub of AI for accessing and fine-tuning pre-trained models.

🔥

PyTorch / TensorFlow

Deep learning frameworks for model training and fine-tuning.

⚡

FastAPI / Streamlit

Turn your AI models into production-ready web applications instantly.

🐳

Docker & Kubernetes

Scale and deploy AI applications reliably in the cloud.

— 24-WEEK PROFESSIONAL ROADMAP —

Full Stack Gen AI Curriculum

A structured journey from "AI User" to "AI Architect" — in 6 months

•Introduction to Generative AI and Transformer Architecture — how LLMs actually work under the hood
•Understanding Attention Mechanisms, Tokenization, and Embeddings from first principles
•Working with OpenAI API (GPT-4o), Anthropic Claude, Google Gemini, and open-source LLMs
•Advanced Prompt Engineering — Chain-of-Thought (CoT), Few-Shot, ReAct, and Tree-of-Thought patterns
•Building your first LLM-powered application using Python and the OpenAI SDK
•Safety, hallucination reduction, and output validation techniques for production use

— CAREER OUTCOMES 2026 —

High-Paying Generative AI Roles

Our graduates are prepared for these cutting-edge, high-demand roles:

Generative AI Engineer

₹15–25 LPA

Hiring: OpenAI, Google, Meta, AI Startups

LLM Architect

₹18–30 LPA

Hiring: Microsoft, NVIDIA, AI Research Labs

AI Solution Architect

₹12–20 LPA

Hiring: Accenture, Deloitte, IBM, TCS

NLP / ML Specialist

₹10–18 LPA

Hiring: Amazon, Apple, Salesforce, Flipkart

— OUR EDGE —

The Skill Spirits Advantage

⚡

Cutting-Edge Curriculum

We update our modules every month to stay ahead of AI's rapid pace — GPT-5, Claude 4, and beyond.

🖥️

GPU & Cloud Access

Access the computing power needed for fine-tuning LLMs — guided setup for Colab, SageMaker, and RunPod.

🏗️

Project-First Philosophy

You don't just learn — you ship real AI products. Every module culminates in a deployable application.

🌐

Industry Network

Direct access to AI founders, engineering leads, and hiring managers at top AI companies across India.

— STUDENT SUCCESS STORIES —

🏆 Spirits of Success

Engineers, scientists, and career changers who made the leap into AI

🌟

The Software Engineer

"I went from a standard Java Dev to an AI Architect in 6 months. I knew how to code, but I didn't know how to build with LLMs. The LangChain and Vector DB modules at Skill Spirits were eye-opening. I built an AI-powered legal assistant for my company as my capstone project, and it led to a direct promotion to Lead AI Engineer with a massive salary bump!"

Vikram Adithya

SDE → Lead AI Engineer

⭐⭐⭐⭐⭐ Verified Student

🌟

The Data Scientist

"The only course that actually teaches you how to deploy AI. Most courses stop at the Jupyter Notebook. Skill Spirits taught me FastAPI, Docker, and Cloud Deployment. I didn't just build a model — I built a product. The RAG implementation training is world-class. I just landed a role at a top AI startup in Bangalore with a 2x salary hike!"

Priya Nair

Data Scientist → Gen AI Specialist at Bangalore AI Startup

⭐⭐⭐⭐⭐ Verified Student

🌟

The Fresher

"I finished my B.Tech with no idea how AI products are actually built. The AI Agent module at Skill Spirits literally changed my perspective. Building a multi-agent research tool from scratch — with memory, tool use, and a FastAPI backend — was the most challenging and rewarding thing I've ever done. My GitHub now gets recruiter messages every week."

Arjun Krishnamurthy

Recent Graduate → AI Engineer at Fintech MNC

⭐⭐⭐⭐⭐ Verified Student

🌟

The Career Changer

"I came from a non-technical background but was passionate about AI. The Skill Spirits team structured the course perfectly — starting from fundamentals and building up to full product deployment. I can now architect AI solutions, speak to engineering teams, and evaluate vendor AI tools. I transitioned into an AI Product Manager role at a SaaS company within 4 months of completing the program."

Sneha Patel

Marketing Manager → AI Product Manager

⭐⭐⭐⭐⭐ Verified Student

— GEN AI FAQ —

Frequently Asked Questions About Generative AI Courses

Generative AI Training Available Across India

This Full Stack Generative AI program is 100% online and actively enrolling learners from every major tech hub in India — Hyderabad (HITEC City, Madhapur, Kondapur, Gachibowli), Bangalore (Whitefield, Koramangala, Electronic City, Indiranagar), Mumbai (BKC, Powai, Andheri), Delhi NCR (Noida Sector 62, Gurgaon DLF Cyber City, Dwarka), Pune (Hinjawadi, Kharadi, Baner), Chennai (OMR, Sholinganallur, Tidel Park), Kolkata (Salt Lake, New Town), Vizag, Nagpur, Kochi, Jaipur, Ahmedabad, Indore, Lucknow, Chandigarh, Coimbatore, Surat, Bhopal, and more.

Whether you are searching for a Generative AI course in Hyderabad, an LLM engineering program in Bangalore, a LangChain training in Mumbai, or the best AI certification in India for 2026 — Skill Spirits is the trusted platform helping engineers, data scientists, and career changers become professional AI builders.