auto_awesome Your Agentic AI Learning Path

Start Free. Build Fast.
Transform Your Career.

Every expert engineer started somewhere. We've mapped the fastest route from curiosity to production-ready Agentic AI skills — and your first step costs nothing.

play_circle Free Intro
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rocket_launch Career Accelerators
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workspace_premium 3 Premium Accelerators
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stars Transformation Program
🌟 Launch Cohort · New
Live Cohort · 6 Weeks · Hands-On Every Week

Become a Fluent
Agentic AI Developer in Six Weeks.

Master Python, LLM APIs, LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, MCP, RAG, LangSmith, and AWS / Azure / GCP AI foundations. One hands-on project artifact every week + a final portfolio build.

📅 1st Class Sun 16 Aug 2026🕑 8:00 AM – 11:00 AM IST🎥 Live + Recordings
Enrol in the Launch Cohort →Founding cohort pricing
2 pre-bootcamp Python classes Six weekly hands-on artifacts Final portfolio project Cohort community
The stack you will master
Agentic Frameworks
LangChainLangGraphLlamaIndexCrewAIAutoGen
MCP & Tool Use
Model Context ProtocolTool CallingFunction Calling
Cloud AI + Evals
AWS BedrockAzure OpenAIVertex AILangSmithLangfuse
Developer Tools
PythonClaude CodeCursorGitHub Copilot
Try Before You Commit

Experience the quality and depth of our teaching at zero cost. This is your entry point into the Agentic AI world.

lock_open 100% Free · No Card Required

See How AI Agent Demos Become Production Services.

Register for a free demo session where you'll see how senior engineers convert a local AI agent workflow into a production-style API service using FastAPI, schemas, request IDs, trace IDs, health checks, and clean service boundaries.

  • check_circle Why a working AI agent script is still not a production service
  • check_circle How FastAPI creates a clean service boundary around an agentic workflow
  • check_circle The difference between request ID and trace ID in production debugging
  • check_circle Why senior engineers think beyond tools — contracts, reliability, observability, failure modes
play_arrow Register Free — Reserve My Demo Seat →
Best for: Software, backend, DevOps, data and AI/ML engineers who want a clear picture of what it takes to expose an agent as a production service — before enrolling in the Bootcamp or an Accelerator.

Liked what you saw? The free intro is a single window into a much larger world. Career Accelerators give you targeted, outcome-driven skills — and three Premium Accelerators take you deeper into the engineering judgment senior roles demand: Design, Test, and Review.

Start with the AI Career Lab

A premium weekly live lab that converts AI learning into real job readiness — the most affordable way to learn directly from Nachiketh, live, every week.

✓ Premium Weekly Live Lab
★ Best Entry Point

AI Career Lab — JD to Resume to Interview

A weekly live lab that turns AI learning into real job readiness. Every week, one real AI / GenAI / Agentic AI JD — broken down live. Resume positioning, project explanation, senior-engineer interview answers, best-answer reference guides.

  • Weekly live JD breakdowns
  • Resume positioning examples
  • Interview question breakdowns
  • Best-answer reference guides
  • Recordings + PDF guides
  • Mock interview opportunities
Monthly Subscription
₹1,299
+ GST · per month
$19 / month international
Subscribe Now
Cancel anytime · Monthly
Start With Python Automation or Jump to a Career Accelerator

Two clean entry points. Building your first AI foundation? Start with Python Automation. Ready to accelerate? Pick one of the bestseller Career Accelerators — Interview Playbook, NVIDIA NCP-AAI, or Production RAG.

New to AI engineering? Start with the Python Foundation — then move up to a Career Accelerator when you have the base. More foundational tracks (GenAI/NLP, MLOps, NCA-GENL) sit further down as L0 Foundations.

Missing foundational skills? Jump to L0 Foundation tracks — Python automation, GenAI + NLP, MLOps, or NCA-GENL prep.

Anthropic Claude Certification Program · Early Release

Prep for Every Level of the Claude Certification Track

Four independent, blueprint-aligned exam prep courses — from business Associate to senior Architect Professional. Video prep + 4 practice tests per cert. Free updates on blueprint changes.

💰 Serious about all four? Save with the bundle
Or grab the Claude Certification Full Pack — all 4 certs + 16 practice tests, one bundle.
View Full Pack →

Independent exam preparation program by Manifold AI Learning. Claude, Anthropic, and the Claude Certification Program are trademarks of Anthropic PBC. Not official Anthropic training.

Pick Your Battleground

Three focused programs. Each targets a high-value skill area where Agentic AI engineers are in short supply and high demand.

★ Bestseller
psychology
Accelerator

Agentic AI Interview Playbook

Master the system design, coding patterns, and conceptual depth that top-tier companies expect from Agentic AI engineers.

  • check_circleAgent architecture & multi-agent orchestration patterns
  • check_circleTool use, memory, and planning system design
  • check_circleLLM evaluation frameworks interviewers probe on
  • check_circleLive mock Q&A and battle-tested answer frameworks
  • check_circleProduction debugging and failure mode scenarios
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★ Bestseller
memory
Accelerator

NVIDIA NCP-AAI Certification Prep · Professional Level

The only structured prep course designed around the NVIDIA Certified Professional — Agentic AI (NCP-AAI) exam domains. Looking for the entry-level NCA-GENL (Associate) instead? See the L0 tracks below.

  • check_circleFull exam domain coverage with concept-to-code mapping
  • check_circleNVIDIA NIM, NEMO, and GPU-accelerated inference deep-dives
  • check_circlePractice exam questions aligned to official blueprint
  • check_circleMulti-modal & vision-language agent architectures
  • check_circleHands-on labs using NVIDIA tooling and APIs
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★ Bestseller
hub
Accelerator

Production RAG System

Go from toy RAG demos to enterprise-grade retrieval systems that actually work at scale with real data.

  • check_circleAdvanced chunking, hybrid search & re-ranking strategies
  • check_circleEvaluation pipelines: faithfulness, relevance, groundedness
  • check_circleProduction architecture: caching, observability, fallbacks
  • check_circleMulti-document, multi-modal, and structured data retrieval
  • check_circleEnd-to-end project: deploy a production RAG API
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Accelerators Give You Skills.
The Bootcamp Makes You Dangerous.

Accelerators are precision tools — they get you sharp in one domain fast. But the engineers commanding the highest salaries and shipping the most impactful AI systems aren't specialists in isolation. They can design, build, evaluate, and deploy complete Agentic AI systems end-to-end.

1

You've validated your interest with the Free Intro

You've seen what production RAG complexity looks like. You know this isn't toy-level AI work.

2

You've sharpened your edge with an Accelerator

You've got a targeted skill that's interview-ready or certification-worthy. That's a real win.

3

Now go all-in on transformation

The Developer Bootcamp builds your fluency across the full Agentic AI ecosystem — tools, MCP, RAG, LangGraph, multi-agent systems, cloud AI and evals — through hands-on projects and a final portfolio project. Then Enterprise Mastery turns those skills into one deployed production system.

★ Bestseller · Flagship
stars Flagship Program

Agentic AI Developer Bootcamp

A comprehensive, cohort-based program that builds your Agentic AI foundation. Learn the ecosystem, build the essential components, and graduate with hands-on projects plus a final portfolio project that speaks for itself.

  • check_circleFull ecosystem: LLM APIs + Tools + MCP + RAG + LangGraph + Multi-Agent + Cloud AI + Evals
  • check_circleLive sessions, code reviews, and expert mentorship
  • check_circleWeekly hands-on projects + a final portfolio project
  • check_circlePrivate community of Agentic AI engineers
  • check_circleClear progression path to Enterprise Mastery
rocket_launch Explore the Developer Bootcamp

Already fluent in the fundamentals? Continue with the Agentic AI Enterprise Mastery Bootcamp — build, deploy and operate one production system.

The Flagship · Stage 2 · By Application of Skill
Agentic AI Enterprise Mastery Bootcamp

Systems ship. Demos don't.

You know how to build agents. Now learn to ship and operate one. Build one production-style Agentic AI system end to end — engineered layer by layer, reviewed like a senior engineer, and deployed.

Next Cohort · Sun 20 Sep 2026
One Flagship System · Eight Production Layers

The Developer Bootcamp teaches you how the pieces work. Enterprise Mastery teaches you how to make the pieces work together reliably under real production constraints — one flagship system, engineered layer by layer and deployed.

  • Production LangGraph runtime — state contracts, checkpointing, failure recovery
  • Policy-controlled tools + MCP gateway · production RAG + persistent memory
  • Async agent services · evaluation suites · observability · security guardrails
  • Deployed to AWS with CI/CD, evaluation gates, ADRs and an operational runbook
  • Weekly office hours · attend any 2 future cohorts free · seat-transfer guarantee
Explore Enterprise Mastery →Full curriculum, cohort details & enrolment on the program page
Is this the right stage for you?

This is not an introduction to Agentic AI. Completion of the Agentic AI Developer Bootcamp — or equivalent hands-on experience with LLM APIs, tool calling, RAG and LangGraph — is recommended.

Live sessions Saturdays & Sundays · 8:30 PM – 11:30 PM IST · recordings within 24 hours · 6-week core + 2-week advanced bonus.

"One of the key takeaways has been viewing Agentic AI as a complete system rather than just an LLM or an agent." — Data Science Manager, 17+ yrs in AI
The Senior AI Engineer Path

Three premium accelerators — one production lifecycle. Pick the stage you're working in and start there.

Stage 1
Design
Before you build
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Stage 2
Test
While you ship
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Stage 3
Review
After it ships
★ Bestseller
Stage 1 · Design✓ Available

AI Architect System Design

Think like a senior engineer.

The complete premium program for engineers who want to architect AI systems with full awareness of failure modes and trade-offs — before writing a line of code.

  • 5 modules · 31 lectures · ~7 hours
  • Anchor case study end-to-end
  • RAG vs Agents vs Fine-tuning frameworks
  • Lifetime access · Free updates
Format
Self-paced · Premium program
Explore Course →
Stage 2 · Evals✓ Fully Available

AI Evals Course

Evals, safety, reliability & production readiness.

A premium self-paced course — captured from live sessions — on how to evaluate LLM apps, RAG pipelines, and agentic workflows for hallucinations, grounding, safety, latency, and production readiness.

  • Full recorded programme · instant access
  • RAG eval, agent workflows, safety & drift
  • 10+ checklists, rubrics, eval blueprints
  • Lifetime access · content updates included
Format
Self-paced · Live-taught recordings · Instant access
Explore Course →
Stage 3 · Review✓ Launched Jun 2026

AI Production Readiness Review

Find production risks before they become failures.

Inspect RAG, agentic AI, and LLM application codebases for architecture risks, reliability gaps, governance blind spots, and deployment weaknesses — with a senior-engineer review framework.

  • 8 review workshops · 7 guided labs
  • 10+ checklists, scorecards, rubrics
  • Before / After review-comment examples
  • Shipping since 10 Jun 2026 · lifetime updates
Format
Self-paced · Lifetime access
Get Access →
Not sure where to start?

If you've never thought about how to test or review AI systems, start with Design. If you're already shipping and need to prove reliability, start with Test. If you're handed someone else's AI codebase, start with Review.

Accelerator vs Bootcamp

Both paths are valuable. Here's what each one gives you.

Feature
Accelerator
Free Intro
Bootcamp
Targeted skill in one domain
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Zero upfront cost entry
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Interview & certification readiness
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End-to-end system design mastery
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Live cohort sessions & mentorship
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Capstone portfolio project
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Private engineer community
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Lifetime access & updates
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What engineers say after building with us
★★★★★

"I wanted a curated course on how we actually build solutions and make them production-level rather than only building POCs. Enterprise RAG, observability, prompt versioning — I can explain all of it better now."

Bhakti Kanungo · Senior Tech Lead – AI
★★★★★

"The weekend bootcamps are well-structured, combining concepts with hands-on experiential learning — a strong blend of theory, practical implementation, and real-world lessons."

Rishi Saraswat · Director, Engineering · Salesforce
★★★★★

"An amazing program — it covered every aspect of a production project, from requirements to testing to final deployment."

Nitin Gupta · Data Scientist · 12+ yrs

9.6/10 average experience rating in our latest cohort feedback survey · more reflections on the bootcamp pages

Your First Step
Is Always Free

No credit card. No commitment. Just the clearest look you'll get at what Agentic AI engineering actually requires — from people who build it every day.

L3 Diamond Membership · Premium Inner Circle · Application-Based

Manifold AI Learning Diamond Membership.

The inner circle. For life.

Lifetime access to the full Manifold ecosystem (current + future releases) plus 5 founder sessions with Nachiketh, used within 12 months of joining.

The two pillars
  • Lifetime ecosystem access — every Manifold programme today + every future release. Yours for life.
  • 5 founder sessions with Nachiketh — private 1:1 calls, used within 12 months of joining. Calendar bookings.
Inside the ecosystem (lifetime access)
  • +Agentic AI Developer Bootcamp
  • +Agentic AI Enterprise Mastery Bootcamp
  • +Python Automation Foundation
  • +AI Career Lab
  • +AI Architect System Design
  • +AI Production Readiness Review
  • +Advanced RAG Vault
  • +Agentic AI Interview Playbook
  • +AI Evals Course
  • Plus every future Manifold programme launched — included.
Application-based. We confirm fit before sharing payment access.
Ecosystem Access
Lifetime — current + future
Founder Sessions
5 · used within 12 months
Format
Application-based
Bootcamp Access
Included
Diamond Access
Application-based · Shared privately once fit is confirmed
L1 Accelerators
Learn one sharp skill.
L2 Bootcamps
Developer → Enterprise Mastery. Build production-grade AI systems.
L3 Diamond (You are here)
Lifetime ecosystem access + 5 founder sessions with Nachiketh.
Not Ready for L1 Yet? Start with an L0 Foundation

Four self-paced tracks — Python automation, Generative AI + NLP engineering, production MLOps, and independent NVIDIA NCA-GENL (Associate) prep. Each builds a distinct foundation. Choose one that fits your current gap — then move up to the accelerators above.

📚 Self-Paced Foundation Course★ Foundation Entry Point

Python Automation for Agentic AI & MLOps

The Python + CLI + Docker + GitHub Actions + AWS + Pytest + Pulumi + MLOps foundation behind production AI systems. Practical automation-first learning, not generic Python 101.

  • 13 sections · 109 lectures · 14h+
  • Python essentials + file automation
  • CLI · argparse · Click · Fire
  • Linux automation · Fabric · psutil
  • Docker · GitHub Actions · AWS CI/CD
  • Pytest · Pulumi · MLOps + AIOps
Self-Paced Foundation
Automation Foundation
13 sections · 109 lectures
14+ hours of hands-on training
View Details
Source code included · Lifetime access
The GenAI + NLP Foundation Before Agentic AI

A 71+ hour self-paced bootcamp across Generative AI, NLP, transformers, deep learning, BERT, NER fine-tuning, MLOps, Kubernetes, and SageMaker — the foundation layer beneath every serious Agentic AI, RAG, and LLMOps system.

📚 Self-Paced Bootcamp · 71+ Hours🧠 Foundation Before Agentic AI

Generative AI & NLP Engineering Bootcamp

Not a lightweight prompt engineering course — a deep GenAI + NLP + transformer + BERT + MLOps + Kubernetes + SageMaker foundation, recorded from live bootcamp sessions.

  • 18 sections · 54 lectures · 71h+
  • GenAI & prompt engineering
  • NLP · deep learning · transformers
  • BERT variants & NER fine-tuning
  • MLOps · Docker · FastAPI · monitoring
  • Kubernetes · SageMaker for GenAI
Foundations Layer
71h+ Long-Form Depth
18 sections · 54 lectures
Recorded bootcamp sessions
View Details
Foundation before Agentic AI
Ship ML Systems, Not Just Notebooks.

A complete self-paced MLOps bundle combining 40+ hours of bootcamp recordings with an AWS-specific implementation course — MLflow, FastAPI, Docker, CI/CD, and the full AWS deployment stack.

📚 Self-Paced Bundle · 2 Courses⚙ Production ML Path

Complete MLOps Bootcamp Bundle

Move beyond model training into production MLOps. Two complete courses in one bundle — the broad MLOps lifecycle and the AWS-native implementation, together in one path.

  • 40+ hours of MLOps bootcamp recordings
  • Enterprise MLOps with AWS course included
  • MLflow tracking · registry · serving
  • FastAPI · Docker · GitHub Actions
  • AWS CodeBuild · CodeDeploy · CodePipeline
  • SageMaker · Data Wrangler · AutoML
Self-Paced Bundle
2 Courses. 40h+ Recordings.
MLOps Bootcamp
+ Enterprise MLOps with AWS
View Details
Self-paced access · Production-focused
Structured Prep for the NVIDIA NCA-GENL Exam

A 34+ hour exam-aligned prep bundle — 16 hours of live bootcamp recordings, 18+ hours of self-paced content, and 2 full-length practice tests for the NVIDIA-Certified Associate: Generative AI LLMs exam. Independent preparation by Manifold AI Learning — not official NVIDIA training.

🎓 NVIDIA Associate Level · 34+ Hours📝 + 2 Practice Tests

NVIDIA NCA-GENL Exam Prep Bootcamp

Independent, structured prep for the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam — the entry-level NVIDIA GenAI certification. Practice tests to check readiness before the actual exam. Looking for the Professional-level NCP-AAI instead? See the L1 Career Accelerators above.

  • 16h live bootcamp recordings
  • 18h+ self-paced course
  • 2 full-length practice tests
  • ML · DL · NLP · LLM foundations
  • Transformers · attention · PEFT
  • Trustworthy AI + exam tips
Certification Path
34h+ Prep Bundle
Live bootcamp + Self-paced
+ 2 full-length practice tests
View Details
Independent prep · Not official NVIDIA training