Cohort-based courses
AI Evals For Engineers & PMs

AI Evals and Analytics Playbook


Become an AI-Native Builder
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AI PM Interview Mastery


Designing Context for AI Systems

Beyond Evals: Designing Improvement Flywheels for AI Products
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AI Evals for PMs, Operators and Founders


Agentic Engineering Certificate


Forward Deployed: Applied AI for PMs, BAs, QA, and Delivery Leads

Forward Deployed Engineering Bootcamp for Full-Stack Developers

AI Unlocked: Build Your AI Brain

+ Giulia Remondino and Hameed Adigun
Post-Training Foundation Models: Environments, Rewards, and Verifiers

Build a Deep Research Agent with Systems thinking Approach

1-day workshops
Quantum Portfolio Optimization

AI Evals for PMs Certification


AI Product Building Loop: From first prompt to evals, in multiple iterations


Beyond AI-Assisted Coding: Engineering the AI-Powered SDLC

Fine-Tuning Open-Weight LLMs for Engineers

Builder Bootcamp: Become an AI-native PM

World-Class Agentic Analytics in Production

AI for Forward Deployed Engineers


Free Lightning Lessons
Vibe Check for PMs: Opus, Fable, GPT-5.6, Kimi K3
·45 minutes554 StudentsWatch
Aman Khan and Eric XiaoHow to Run AI Agents in High-Stakes, Real-World Systems
·Aug 12·45 minutes461 StudentsLive
Emmanuel Paraskakis and Sri KandikondaBuild Production ready Agents with Azure AI Foundry Evals
·Aug 21·45 minutes90 StudentsLive
Mahesh YadavEvaluate AI Agents with Simulated Users
·30 minutes80 StudentsWatch
Stella LiuTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes194 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanMaster RAG in 45 minutes
·Aug 23·45 minutes103 StudentsLive
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuAgentic Analytics in Production: What to Build First
·Aug 19·45 minutes143 StudentsLive
Paras DoshiBuilding Agents with RoI for Product Managers & Engineers
·Aug 14·45 minutes118 StudentsLive
Mahesh YadavDesign an AI Quality Dashboard for PMs
·Aug 27·30 minutes45 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaYour Agents Are Only As Good As Your Retrieval
·60 minutes86 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonThe RAG Playbook: Retrieval Techniques for Production AI
·Aug 17·60 minutes43 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelWhy Your AI Demo Impressed Everyone and Shipped Nothing
·Aug 21·45 minutes47 StudentsLive
Harpreet KaurBuild Production-Ready Agent Evals
·Aug 14·45 minutes33 StudentsLive
Dr Ankur Narang and Kush KhuranaManaging Your Strategy Research Process
·Aug 26·30 minutes74 StudentsLive
Stefan JansenAI PM Behavioral Interview - 2026 Trends
·Sep 29·30 minutes52 StudentsLive
Godhuli ChatterjeeStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,778 StudentsWatch
Shreya Shankar and Hamel HusainStop picking embedding models off the MTEB leaderboard
·30 minutes145 StudentsWatch
Radu Gheorghe and Hamel HusainCan AI Actually Answer Your Data Questions?
·45 minutes437 StudentsWatch
Shreya Shankar and Hamel HusainA Content Pipeline That Won't Ship Junk
·Oct 5·60 minutes39 StudentsLive
Sathyan NandagopalSystem Design for AI Agents: Senior vs Staff
·45 minutes48 StudentsWatch
Ehsan GazarEvaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·45 minutes159 StudentsWatch
Amir Feizpour and Tara AzinYour AI agent works. Your bill doesn't.
·45 minutes53 StudentsWatch
Dr Ankur Narang and Kush KhuranaDeveloping Customer Sense as an AI-native Builder
·Aug 27·45 minutes16 StudentsLive
Gayathri Keerthana (GK) Shanmuga SundaramBuild a Self-Improving Agent Loop
·Oct 5·30 minutes144 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaPrepare for AI Engineering Interviews
·Aug 10·30 minutes19 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaDesign Evals That Catch Real Failures
·Aug 31·30 minutes46 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaLoop Engineering, Without the BS
·30 minutes370 StudentsWatch
Hugo Bowne-AndersonDesign a Production RAG System Live
·Aug 10·30 minutes26 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaDesign an AI Quality Dashboard for PMs
·Aug 13·30 minutes7 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaWhy Agents Die Between Demo and Production w/ Lyzr
·Aug 31·60 minutes5 StudentsLive
Kiriti & Aish and Siva SurendiraA gentle intro to AI Evals and product quality for AI PMs
·30 minutes440 StudentsWatch
George ZotoDesign Memory for Production Agents
·Oct 25·30 minutes5 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaControl LLMs Via Harness, Loops, Memory, Evals & Tracing
·30 minutes79 StudentsWatch
Sol FarahmandHow to build an LLM judge you can trust
·45 minutes55 StudentsWatch
Madalina Turlea and Catalina TurleaBuild an AI Growth Optimization System
·45 minutes1,106 StudentsWatch
Eric MetelkaStop Flying Blind: Observability for AI Agent PMs
·45 minutes924 StudentsWatch
Mahesh YadavThe Full-Stack AI Designer: From Vibe to Velocity
·60 minutes735 StudentsWatch
Tushar Kochgavay and Xinran MaNorth Star Metrics for AI Agents
·45 minutes549 StudentsWatch
Sandhya Hegde and Justin BauerMake Your Repo Agent-Ready: Rules, Docs, Reviews
·60 minutes99 StudentsWatch
Dan Gerlanc and Greg CeccarelliStop Shipping AI Agents on Vibes
·60 minutes74 StudentsWatch
KD DeshpandeAI Hallucinations: Explained (and how to deal with them)
·45 minutes56 StudentsWatch
Dom MichalecGo Beyond Prompting: Orchestrate Your AI Research Team
·Aug 19·30 minutes2 StudentsLive
John Whalen, PhDAI-Powered Design Workflows — Season 2
·6 lessons1,308 StudentsWatch
Xinran MaAI Feature Analytics: A Practical Framework
·30 minutes824 StudentsWatch
Glenn VanderlindenCatch 7 AI Analysis Mistakes Before They Drive Decisions
·45 minutes143 StudentsWatch
Paras DoshiBuild 3 AI Harnesses for Trustworthy Analytics
·45 minutes83 StudentsWatch
Paras DoshiAI-Native Product Management Certification
·May 25·7 lessons57 StudentsLive
Dr. Marily NikaProd AI Agents for Retail: Inventory and Pricing Synergy
·60 minutes38 StudentsWatch
Dr Ankur Narang and Kush KhuranaEvaluate Any AI System with TRACE
·Sep 14·30 minutes2 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaPass the AI PM Evaluation Round
·Oct 12·30 minutes2 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes952 StudentsWatch
Alexey GrigorevCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes244 StudentsWatch
Nicky Bell, PhDB2B Product Managers: Shipping AI to Production
·60 minutes127 StudentsWatch
Natalia Burina and Gayathri R GeethaMake Your AI Bulletproof: Testing & Red Teaming
·45 minutes10 StudentsWatch
Fredy DiazLearn the 6 Durable AI Skills
·Nov 1·30 minutesLive
Aki Wijesundara, PhD and Manu JayawardanaBuild an Eval Harness from Scratch
·Nov 2·30 minutesLive
Aki Wijesundara, PhD and Manu JayawardanaWrite a PRD for an AI Agent
·Nov 9·30 minutesLive
Aki Wijesundara, PhD and Manu Jayawardana