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Artificial Intelligence

Gen AI / Agentic AI — Build with LLMs. The Most In-Demand Skill of 2026.

Industry-aligned curriculum. Real agent applications. Job-ready in 10 weeks — taught by AI engineers who ship LLM apps to paying users.

10 weeks Online + Offline Python required

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Generative AI neural brain visualization

Curriculum

What You'll Learn

Eight modules, ten weeks — every concept anchored by code that calls a real LLM API on day one.

What an LLM actually is, demystified
Tokenization and the cost of every prompt
Attention and the transformer — the intuition
Open vs closed models — when each makes sense
Model providers: OpenAI, Anthropic, Mistral, open-source

Zero-shot, few-shot, and chain-of-thought
System prompts and persona design
Structured output: JSON mode, schemas, validation
Prompt templates and reusable patterns
Adversarial prompting and prompt injection defence

Why RAG beats fine-tuning for most apps
Chunking strategies and metadata design
Embedding models and similarity search
Hybrid retrieval: keyword + vector
Evaluating RAG quality with golden sets

Pinecone, Chroma, Weaviate compared
Indexing strategies and recall vs latency
Metadata filtering and namespaces
Self-hosting Chroma for prototypes
Production patterns and cost control

LangChain core: chains, prompts, parsers
LlamaIndex: query engines and indexes
Memory, callbacks and streaming
LangSmith for tracing and evaluation
When to drop frameworks and call APIs directly

ReAct pattern: reason + act loops
Tool/function calling — OpenAI and Claude
Designing safe, scoped tools
Error handling and self-correction
Hands-on: a research agent with browsing

Single-agent vs multi-agent trade-offs
CrewAI and AutoGen architectures
Roles, planners and critics
Inter-agent messaging and termination
Where multi-agent breaks (and how to recover)

FastAPI backend for an LLM app
Streaming responses and websockets
Evals: regression tests for prompts
Cost, latency and rate-limit handling
Capstone: a deployed agent on your domain

Meet Your Trainer

Taught by someone who ships, not just speaks.

Karthik R.

AI/ML Architect · 6+ Years

Six years shipping ML and now LLM applications across SaaS and consulting. Has built two production RAG systems serving thousands of daily queries and runs the Hyderabad LLM-builders meetup. Trained 200+ engineers now working on AI teams across India and abroad.

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Where You'll Land

Roles our Gen AI alumni step into.

AI Engineer

₹10–18 LPA

Build production LLM applications — agents, RAG, evals, end-to-end.

LLM Developer

₹8–14 LPA

Integrate LLMs into existing products — pick models, design prompts, ship features.

Prompt Engineer

₹7–12 LPA

Craft the prompts and pipelines that turn raw LLMs into reliable, business-ready tools.

AI Solutions Architect

₹14–25 LPA

Design enterprise AI architectures — pick patterns, set guardrails, mentor the team.

FAQ

Quick answers, no fluff.

Yes — comfortable Python is required. If you don't have it yet, start with our Python course (8 weeks) and roll into Gen AI right after — many students do.

Yes — a Sunadh completion certificate after the capstone agent app, plus we share verified credential paths from major model providers as they roll out.

We offer 100% placement assistance — interview prep, resume reviews, and intros to 500+ hiring partners. AI roles are the hottest market in 2026 — we're seeing 80%+ placement within 90 days.

Course starts from ₹32,999. No-cost EMIs available across major banks. API credits for OpenAI and Anthropic are included in the fee for the duration of the course.

Yes. Every Gen AI batch runs hybrid — attend in classroom one week, online the next. Switch as your schedule needs, no extra fee.

Every session is recorded and shared the same evening. You can also sit in any other ongoing batch to recover that topic in person.

Yes — a deployed agent app on a domain of your choice by week ten, with public demo URL and GitHub repo. This is the work hiring managers actually want to see.

New batches start every two weeks at both Ameerpet branches. Demand is high — book a free demo soon to lock in the next slot.