New Launch · Weekend Cohort Now Enrolling
Become an
AI Product Manager
Master
Discover, build and launch AI-powered products in 6 months - no coding needed. Real tools, real AI prototypes, industry-aligned curriculum.
- 6 months6 months
- Live weekendsLive weekend classes
- No codingNo coding needed
Industry-Aligned
Personalized Path to Employment
Unlimited 1:1 Doubt Clearing
Personal PM mentorship
Industry-Recognised Certificate
Backed by a 12-artifact portfolio
Live Weekend Classes
Learn from product leaders
Program Highlights
What Our Program Offers?
Our AI Product Management program pairs live mentorship from product leaders with hands-on AI tools, so you learn by doing the job.
1:1 PM Mentorship
Feedback on every artifact
180+ Live Hours
Weekend classes
150+ Hours Content
Self-paced learning
12 PM Artifacts
Proof of real PM work
Product Sprints
Build under real deadlines
Weekly Challenges
Sharpen product sense
AI Launchpad
Pre-course GenAI primer
PM Template Kit
100+ prompts & templates
Product Mentors
Learn from practising PMs
AMAs & Masterclasses
With product leaders
PM Interview Prep
Product sense to AI cases
360° Placement Help
End-to-end assistance
Lifetime Support
We never stop helping
Alumni Network
12,000+ strong community
Certification
Industry-recognised
Flexible Schedule
Built for working pros
Doubt Support
Always here for you
Learning Platform
Interactive & modern
Demo Day
Pitch to an industry panel
Networking Events
Connect with peers
Built For
Is This You?
Built for people who want to lead products, not just learn about them.
Aspiring PMs & Career Switchers
Coming from engineering, design, marketing, ops or consulting? We turn the skills you already have into a product career.
Fresh Graduates
Skip years of guessing. Learn the frameworks, tools and AI fluency hiring managers expect from APMs. No coding required.
Working PMs & Product Owners
Already in product? Move into AI product management - LLMs, RAG, agents and evals - without pausing your career.
Founders & Business Leaders
Build the right thing, faster. Validate ideas, prototype with AI and make product calls backed by data.
Why Us
Why Choose Linkway Learning?
Most PM courses teach frameworks. We teach you to ship AI products - and prove it in interviews.
AI in Every Module
AI is your co-pilot from week one - for research, PRDs, analysis and prototyping - plus a dedicated 4-week block on building AI products.
Build, Don't Just Learn
Vibe-code a working app, ship a RAG assistant and measure it with evals. You leave with proof, not just notes.
Taught by Product Leaders
Learn from practising PMs and AI product leaders - with analytics from data experts and tech topics from engineers.
A Portfolio That Gets Interviews
12 artifacts that mirror the real job - from a research deck and PRD to a metrics dashboard and AI capstone.
PM Interview Mastery
Mock interviews with hiring managers across product sense, RCA, guesstimates, metrics and AI case rounds.
Small Batches, Real Feedback
Limited batch sizes so every artifact you submit gets detailed 1:1 feedback from a mentor.
Curriculum
What You'll Master
9 modules, 24 weeks and 12 portfolio artifacts - designed with product leaders to mirror the real job.
Module 1
Product Thinking & AI-First PM Foundations
Weeks 1–21 portfolio artifact
Module 2
Product Discovery & User Research
Weeks 3–51 portfolio artifact
Module 3
Problem Framing, Prioritisation & Roadmaps
Weeks 6–81 portfolio artifact
Module 4
UX, Prototyping & Vibe Coding
Weeks 9–102 portfolio artifacts
Module 5
PRDs, Tech Fluency & Stakeholder Communication
Weeks 11–131 portfolio artifact
Module 6
Product Analytics, Metrics & Experimentation
Weeks 14–162 portfolio artifacts
Module 7
Building AI Products: LLMs, RAG, Agents & Evals
Weeks 17–202 portfolio artifacts
Module 8
Go-to-Market, Growth & AI Pricing
Weeks 21–221 portfolio artifact
Module 9
Capstone & Career Launch
Weeks 23–241 portfolio artifact
Tech Stack
40+ Tools You'll Master
Jira
Confluence
Notion
Miro
Figma
Productboard
Linear
Asana
Slack
Loom
Typeform
Google Forms
DovetailJiraConfluenceNotionMiroFigmaProductboardLinearAsanaSlackLoomTypeformGoogle FormsDovetail
SQL
Excel
Google Sheets
Mixpanel
Amplitude
Google Analytics
Looker
Hotjar
Maze
Optimizely
Postman
HubSpot
GitHubSQLExcelGoogle SheetsMixpanelAmplitudeGoogle AnalyticsLookerHotjarMazeOptimizelyPostmanHubSpotGitHub
ChatGPT
Claude
Gemini
Perplexity
NotebookLM
Microsoft Copilot
Lovable
Cursor
v0
Replit
n8n
Zapier
MakeChatGPTClaudeGeminiPerplexityNotebookLMMicrosoft CopilotLovableCursorv0Replitn8nZapierMake{ }=>0x//[]()</>&&>>$$::01f(x)+=λΣ
Hands-On Experience
30+ Real-World Product Projects
Hands-on projects across 20+ industries - from RAG copilots and AI agents to pricing, growth and research. Your best 12 become a portfolio hiring managers can open.
Neobank
RAG Support Copilot
Ground a support assistant in policy docs and prove 90%+ answer accuracy with evals
RAGGolden Setsn8n
Quick Commerce
AI Shopping Assistant
Replace keyword search with conversational discovery and measure the conversion lift
LLMsA/B TestNorth Star
FinTech
Vernacular Voice Payments
Design a Hindi & Tamil voice copilot that helps first-time UPI users pay safely
Voice UXEvalsBharat
Travel
Agentic Trip Planner
Spec an AI agent that plans, books and rebooks multi-city trips end to end
AgentsMCPPRD
B2B SaaS
Pricing an AI Add-on
Model inference costs and design pricing tiers that protect gross margin
Unit EconomicsWTPPackaging
Quick Commerce
10-Minute Delivery Cancellation Fix
Diagnose why orders get cancelled after checkout and ship a roadmap to win them back
SQLRCARICE
Lending
KYC Drop-off Rescue
Find the biggest leak in a loan onboarding funnel and redesign the flow
Funnel AnalysisFigmaSQL
HealthTech
Symptom Triage Assistant
Design a safe AI triage flow with human-in-the-loop escalation to doctors
Responsible AIGuardrailsHITL
EdTech
AI Tutor for Exam Prep
Prototype an AI doubt-solver and define metrics that prove learning, not just usage
PromptingLovableRetention
B2B SaaS
Sales Copilot for a CRM
Spec an agent that drafts follow-ups and updates deals - with a clear eval plan
AgentsEvalsPRD
Media
Churn Diagnosis for an OTT App
Find why subscribers cancel in month two and prioritise the fixes
CohortsMixpanelSurveys
InsurTech
Conversational Insurance Claims
Cut claim filing time with an AI agent that knows when to hand over to a human
AgentsTrustCompliance
Creator Economy
Creator Studio AI Tools
Prototype AI editing tools creators will pay for - and plan the launch
Vibe CodingJTBDGTM
E-commerce
Personalised Home Feed
Balance engagement with trust using the right guardrail metrics
RecommendationsGuardrailsMetrics
Fashion
Returns Reduction with AI Fit Advice
Cut size-related returns with personalised fit guidance on the product page
ExperimentSQLML Basics
FoodTech
Restaurant Menu Copilot
Help restaurant partners write menus and set prices with AI to grow revenue
LLMsB2BAdoption
Banking
Fraud Alert Explainer
Help users understand and act on fraud alerts without calling support
ExplainabilityUX WritingTrust
Enterprise
Internal Knowledge Assistant
Roll out a company-wide AI assistant that respects who can see what
RAGAccess ControlEvals
HR Tech
Fairness-First Resume Screener
Define bias checks and compliance guardrails before a single model ships
Bias AuditsDPDP ActPRD
AgriTech
Crop Advisory Assistant
Design an AI advisor that works on low-end phones and patchy networks
Bharat UXVoiceLow Bandwidth
Marketplace
Seller Onboarding Copilot
Help small sellers list their first 10 products in under an hour
AgentsActivationSQL
PropTech
Property Search with AI Summaries
Turn listings, reviews and locality data into summaries buyers trust
RAGUXMetrics
Productivity
AI Meeting Notes for SMBs
Position, package and price an AI add-on for a small-business suite
JTBDPricingGTM
EdTech
Course Completion Growth Loop
Design a loop that lifts week-4 completion without discount-driven hacks
Growth LoopsAmplitudeCohorts
Mobility
Driver Onboarding Revamp
Find why new drivers churn in month one and redesign their first week
Journey MapsUsabilityFigma
HealthTech
Teleconsult Booking Flow
Remove friction from booking to prescription with tested flows
UsabilityMazeFigma
Developer Tools
AI Code Review Assistant
Decide what 'good' looks like for AI code reviews - and what users will pay
EvalsLatencyPricing
Retail
Loyalty Program Redesign
Use Kano and MaxDiff research to rebuild a loyalty program members value
ResearchKanoExperiment
Customer Support
Ticket Deflection Dashboard
Build the metric tree that shows whether AI support is really helping
North StarLookerRCA
Consumer Social
Social Commerce Launch
Validate a shoppable-video feature with an MVT before a full build
PMFMVTGrowth
Hospitality
Hotel Revenue Pricing Assistant
Spec an assistant that recommends nightly rates with explainable reasons
PricingForecastingAgents
Gaming
Gaming Retention Sprint
Diagnose early drop-off and run the experiments that lift day-7 retention
D1/D7 RetentionCohortsExperiment
Neobank
RAG Support Copilot
Ground a support assistant in policy docs and prove 90%+ answer accuracy with evals
RAGGolden Setsn8n
Quick Commerce
AI Shopping Assistant
Replace keyword search with conversational discovery and measure the conversion lift
LLMsA/B TestNorth Star
FinTech
Vernacular Voice Payments
Design a Hindi & Tamil voice copilot that helps first-time UPI users pay safely
Voice UXEvalsBharat
Travel
Agentic Trip Planner
Spec an AI agent that plans, books and rebooks multi-city trips end to end
AgentsMCPPRD
B2B SaaS
Pricing an AI Add-on
Model inference costs and design pricing tiers that protect gross margin
Unit EconomicsWTPPackaging
Quick Commerce
10-Minute Delivery Cancellation Fix
Diagnose why orders get cancelled after checkout and ship a roadmap to win them back
SQLRCARICE
Lending
KYC Drop-off Rescue
Find the biggest leak in a loan onboarding funnel and redesign the flow
Funnel AnalysisFigmaSQL
HealthTech
Symptom Triage Assistant
Design a safe AI triage flow with human-in-the-loop escalation to doctors
Responsible AIGuardrailsHITL
EdTech
AI Tutor for Exam Prep
Prototype an AI doubt-solver and define metrics that prove learning, not just usage
PromptingLovableRetention
B2B SaaS
Sales Copilot for a CRM
Spec an agent that drafts follow-ups and updates deals - with a clear eval plan
AgentsEvalsPRD
Media
Churn Diagnosis for an OTT App
Find why subscribers cancel in month two and prioritise the fixes
CohortsMixpanelSurveys
InsurTech
Conversational Insurance Claims
Cut claim filing time with an AI agent that knows when to hand over to a human
AgentsTrustCompliance
Creator Economy
Creator Studio AI Tools
Prototype AI editing tools creators will pay for - and plan the launch
Vibe CodingJTBDGTM
E-commerce
Personalised Home Feed
Balance engagement with trust using the right guardrail metrics
RecommendationsGuardrailsMetrics
Fashion
Returns Reduction with AI Fit Advice
Cut size-related returns with personalised fit guidance on the product page
ExperimentSQLML Basics
FoodTech
Restaurant Menu Copilot
Help restaurant partners write menus and set prices with AI to grow revenue
LLMsB2BAdoption
Banking
Fraud Alert Explainer
Help users understand and act on fraud alerts without calling support
ExplainabilityUX WritingTrust
Enterprise
Internal Knowledge Assistant
Roll out a company-wide AI assistant that respects who can see what
RAGAccess ControlEvals
HR Tech
Fairness-First Resume Screener
Define bias checks and compliance guardrails before a single model ships
Bias AuditsDPDP ActPRD
AgriTech
Crop Advisory Assistant
Design an AI advisor that works on low-end phones and patchy networks
Bharat UXVoiceLow Bandwidth
Marketplace
Seller Onboarding Copilot
Help small sellers list their first 10 products in under an hour
AgentsActivationSQL
PropTech
Property Search with AI Summaries
Turn listings, reviews and locality data into summaries buyers trust
RAGUXMetrics
Productivity
AI Meeting Notes for SMBs
Position, package and price an AI add-on for a small-business suite
JTBDPricingGTM
EdTech
Course Completion Growth Loop
Design a loop that lifts week-4 completion without discount-driven hacks
Growth LoopsAmplitudeCohorts
Mobility
Driver Onboarding Revamp
Find why new drivers churn in month one and redesign their first week
Journey MapsUsabilityFigma
HealthTech
Teleconsult Booking Flow
Remove friction from booking to prescription with tested flows
UsabilityMazeFigma
Developer Tools
AI Code Review Assistant
Decide what 'good' looks like for AI code reviews - and what users will pay
EvalsLatencyPricing
Retail
Loyalty Program Redesign
Use Kano and MaxDiff research to rebuild a loyalty program members value
ResearchKanoExperiment
Customer Support
Ticket Deflection Dashboard
Build the metric tree that shows whether AI support is really helping
North StarLookerRCA
Consumer Social
Social Commerce Launch
Validate a shoppable-video feature with an MVT before a full build
PMFMVTGrowth
Hospitality
Hotel Revenue Pricing Assistant
Spec an assistant that recommends nightly rates with explainable reasons
PricingForecastingAgents
Gaming
Gaming Retention Sprint
Diagnose early drop-off and run the experiments that lift day-7 retention
D1/D7 RetentionCohortsExperiment
north_star_dashboard
Weekly Active Users
1.24M
+8.4%Activation Rate
42.6%
+3.1%D30 Retention
27.8%
+1.9%AI Answer Accuracy
91.4%
+4.2%Weekly Active Users
Last 12 weeksW1W2W3W4W5W6W7W8W9W10W11W12
Feature Adoption
AI Search38%
Reorder26%
Offers22%
Chat14%
12Portfolio Artifacts
40+Tools
30+Projects
180+Live Hours
Success Stories
Hear From Our Product Managers
Engineers, designers, analysts, marketers and fresh graduates who made the move into product.
Fintech Unicorn3 yrs exp.
I'd shipped features for three years without ever owning the 'why'. The discovery and PRD modules changed how I think, and my RAG support copilot with its eval scorecard came up in every interview round.
KM
Karan Malhotra
Software EngineerAssociate PM
SaaS Scale-up4 yrs exp.
Design gave me empathy, but not metrics or prioritisation. SQL for PMs and the experimentation module filled that gap - walking in with a metrics dashboard and an A/B readout made all the difference.
AI
Ananya Iyer
UX DesignerProduct Manager
E-commerce Major5 yrs exp.
I used to write requirements for PMs - now I write the PRDs. The mock interviews on product sense and RCA were brutal in the best way. By the fifth one I had a structure for any question.
RB
Rahul Bansal
Business AnalystProduct Manager
EdTech Scale-up3 yrs exp.
Growth loops, cohort analysis and pricing experiments - the go-to-market module felt written for me. I now own activation for a product used by lakhs of learners.
SK
Sneha Kulkarni
Marketing ExecutiveGrowth PM
Global Capability Centre7 yrs exp.
I knew agile inside out, but our AI projects kept stalling. Learning evals, cost per query and when to use RAG over fine-tuning gave me the vocabulary to lead AI teams - not just run their sprints.
VR
Vikrant Rao
Product OwnerAI Product Manager
Quick-Commerce StartupFresh grad
No coding, no PM internship - just curiosity. My 12 artifacts became my portfolio site, and the reorder prototype I vibe-coded led to a take-home assignment I actually enjoyed doing.
MA
Mehak Arora
Fresh GraduateAssociate PM
HealthTech Startup4 yrs exp.
Consulting taught me frameworks; this taught me to ship. Designing a triage assistant with human-in-the-loop guardrails showed me what responsible AI product work really looks like.
SM
Siddharth Menon
Management ConsultantProduct Manager
Mobility Startup6 yrs exp.
I knew our drivers' problems better than anyone but couldn't turn them into a roadmap. Now I run discovery, prioritise with RICE and defend every trade-off with data.
RC
Ritu Chawla
Operations LeadProduct Manager
B2B SaaS Company4 yrs exp.
Tech 101 came easily - the stakeholder and executive communication sessions were the real unlock. My mentor reviewed every PRD I wrote line by line until it was interview-ready.
FQ
Farhan Qureshi
QA EngineerTechnical PM
Consumer Internet Company2 yrs exp.
I could pull any number but didn't know which ones mattered. North Star metrics and metric trees reframed my job - I've gone from reporting on the roadmap to shaping it.
DN
Divya Nair
Data AnalystProduct Analyst
Fintech Unicorn3 yrs exp.
I'd shipped features for three years without ever owning the 'why'. The discovery and PRD modules changed how I think, and my RAG support copilot with its eval scorecard came up in every interview round.
KM
Karan Malhotra
Software EngineerAssociate PM
SaaS Scale-up4 yrs exp.
Design gave me empathy, but not metrics or prioritisation. SQL for PMs and the experimentation module filled that gap - walking in with a metrics dashboard and an A/B readout made all the difference.
AI
Ananya Iyer
UX DesignerProduct Manager
E-commerce Major5 yrs exp.
I used to write requirements for PMs - now I write the PRDs. The mock interviews on product sense and RCA were brutal in the best way. By the fifth one I had a structure for any question.
RB
Rahul Bansal
Business AnalystProduct Manager
EdTech Scale-up3 yrs exp.
Growth loops, cohort analysis and pricing experiments - the go-to-market module felt written for me. I now own activation for a product used by lakhs of learners.
SK
Sneha Kulkarni
Marketing ExecutiveGrowth PM
Global Capability Centre7 yrs exp.
I knew agile inside out, but our AI projects kept stalling. Learning evals, cost per query and when to use RAG over fine-tuning gave me the vocabulary to lead AI teams - not just run their sprints.
VR
Vikrant Rao
Product OwnerAI Product Manager
Quick-Commerce StartupFresh grad
No coding, no PM internship - just curiosity. My 12 artifacts became my portfolio site, and the reorder prototype I vibe-coded led to a take-home assignment I actually enjoyed doing.
MA
Mehak Arora
Fresh GraduateAssociate PM
HealthTech Startup4 yrs exp.
Consulting taught me frameworks; this taught me to ship. Designing a triage assistant with human-in-the-loop guardrails showed me what responsible AI product work really looks like.
SM
Siddharth Menon
Management ConsultantProduct Manager
Mobility Startup6 yrs exp.
I knew our drivers' problems better than anyone but couldn't turn them into a roadmap. Now I run discovery, prioritise with RICE and defend every trade-off with data.
RC
Ritu Chawla
Operations LeadProduct Manager
B2B SaaS Company4 yrs exp.
Tech 101 came easily - the stakeholder and executive communication sessions were the real unlock. My mentor reviewed every PRD I wrote line by line until it was interview-ready.
FQ
Farhan Qureshi
QA EngineerTechnical PM
Consumer Internet Company2 yrs exp.
I could pull any number but didn't know which ones mattered. North Star metrics and metric trees reframed my job - I've gone from reporting on the roadmap to shaping it.
DN
Divya Nair
Data AnalystProduct Analyst
Your Journey
Your Career Growth Roadmap
A proven 4-step path from your first PM artifact to your first PM offer
1
Profile Power-Up
Stand out with a PM resume, an optimised LinkedIn and a portfolio site built around your 12 artifacts.
2
Interview Readiness
Ace product sense, RCA, guesstimate and AI case rounds with 1:1 mock interviews and feedback.
3
Hiring Rounds
Apply to 400+ hiring partners and clear take-home assignments and case rounds with confidence.
4
Offer Unlocked!
Land an APM, PM or AI PM offer at a product company, startup or GCC.
Learn From The Best
Meet Your Mentors
Industry veterans from top companies who don't just teach theory - they share real-world playbooks from the trenches.
Akshat Khandelwal
Senior Finance BI Developer
Autodesk5+ years
Power BIPythonSQLFinance BI
Prabhat Sinha
Data Scientist
Cognizant9+ years
PythonEDAAdvanced Analytics
Heena Arora
Associate Data Scientist
PwC (ex-Amazon)3+ years
Data ScienceImage AnalyticsPythonSQL
Anand Tripathi
Data Analyst
Google1+ year
Data AnalyticsBig DataProduct Analytics
Shubham
Senior Data Scientist
RSPL Group5+ years
PythonMachine LearningSQLAdvanced Analytics
Abhishek Sharma
AI Engineer
Google8+ years
Artificial IntelligenceMachine LearningPythonMLOps
Akshat Khandelwal
Senior Finance BI Developer
Autodesk5+ years
Power BIPythonSQLFinance BI
Prabhat Sinha
Data Scientist
Cognizant9+ years
PythonEDAAdvanced Analytics
Heena Arora
Associate Data Scientist
PwC (ex-Amazon)3+ years
Data ScienceImage AnalyticsPythonSQL
Anand Tripathi
Data Analyst
Google1+ year
Data AnalyticsBig DataProduct Analytics
Shubham
Senior Data Scientist
RSPL Group5+ years
PythonMachine LearningSQLAdvanced Analytics
Abhishek Sharma
AI Engineer
Google8+ years
Artificial IntelligenceMachine LearningPythonMLOps
Industry-Recognised Certifications
Credentials That
Open Doors
Every module ends in something a recruiter can open. You finish with a industry-recognised certification and a portfolio built on real business problems - verified, shareable, and recognised by the people doing the hiring.
Industry-Recognised CertsGlobally RecognisedVerified & QR-BackedLinkedIn Ready
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Microsoft Certified
AI Product Management
LinkedIn ReadyShare Instantly
Career, Credential, Or Both
Ready to Build Your Next Chapter? Pick Your Path.
Join 12,000+ learners who trained with Linkway and walked out with an industry-recognised certification, a portfolio of real projects, and credentials hiring teams take seriously.
Flexible Learning
Online · Live · Hybrid
1:1 Mentorship
Practitioner mentors, weekly
Certified
Industry-recognised
Industry-Aligned
Personalised path to employment
What's Included
Free career counselling session
Lifetime access to learning materials
Scholarships & no-cost EMI options
Lifetime alumni network access
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Programme Fee
Invest in Your Career Transformation
All-inclusive program fee. No hidden charges.
AI Product Management Program6 Months
₹1,20,000
Inclusive of all taxes & learning resources
Early-bird seats filling fast · Next batch starts soon
What's Included
- Live mentor-led sessions with industry experts
- Hands-on industry projects + capstone build
- industry-aligned curriculum & hiring partners
- 1:1 mentorship and weekly doubt-clearing
- Industry-recognised completion certificate
- Lifetime access to recordings & resources
- Resume building, mock interviews & referrals
- Active alumni community & networking
Industry-Aligned
400+ hiring partners
Scholarships and group discounts available · Speak to our admissions team to know more
FAQ
Common Questions
Join 12,000+ learners who trained with Linkway, got certified, and got hired - and never looked back.
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AI Product Management
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