Cohort-based courses
AI Product Management Bootcamp & Certification by AI Product Academy
.png&w=96&q=75)

+ Constantinos Neophytou and Deb Liu, Former CEO @ Ancestry
Building Agentic AI Applications with a Problem-First Approach


Claude Code Analytics Bootcamp
.png&w=96&q=75)

+ Sravya Madipalli and Hai Guan
End-to-End AI Engineering Bootcamp
Accelerating Innovation with A/B Testing
AI Evals and Analytics Playbook


AI-Powered Search: Modern Retrieval for Humans & Agents

AI Problem Framing for Agentic AI

From Data Manager to AI-Ready Leader Winning at Executive Roles
💭 Data & AI Storytelling Certification
Applied Quantum Machine Learning using Qiskit

Applied Conformal Prediction

Marketing Science Bootcamp: MMM, Attribution & Incrementality

AI Career Residency: From Skills to Impact

Advanced Topics in Practical A/B Testing
Python for Beginners
Modern Forecasting Mastery: From Models to Decisions

Let's Code LLM Chatbots and Agents from Scratch

LLMOps with Databricks


Turn Survey Data Into Decisions: Python and R with AI Assist, no coding required

Production-Ready Recommenders for Media Products

AI Analytics for Builders


+ Sravya Madipalli and Hai Guan
AI Engineering for Software Engineers


Beyond Evals: Designing Improvement Flywheels for AI Products
.png&w=128&q=75)
AI Agents for Business & Finance Bootcamp & Certification
.png&w=96&q=75)

CDMP Certified in 28 Days

Data Governance Edge: Stand Out in the AI Era

1-day workshops
Intro to Claude Code Analytics


+ Sravya Madipalli and Hai Guan
💭 Turn Data and AI Into Stories People Actually Remember

Gather data requirements in 30 minutes using a shared language
AI Trust at Scale. From Evals to Governance

One Day NVIDIA Certification Bootcamp: Learn, Practice, Pass.

Data Visualization for Public Health
.jpg&w=128&q=75)
SQL for data science interviews
.png&w=128&q=75)
Causal Inference for Real World Decision Making
.png&w=128&q=75)
Build your own Autoresearcher

Free Lightning Lessons
Agentic Experiment Design & Analysis
·Jun 5·60 minutes487 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerBuild an AI Growth Optimization System
·Jun 17·45 minutes469 StudentsLive
Eric MetelkaDevelop North Star Metrics with AI
·Jun 12·60 minutes299 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerExperimentation in the age of AI
·Jun 12·30 minutes322 StudentsLive
Manisha AroraYour AI feature needs evals, not just analytics
·Jun 8·30 minutes729 StudentsLive
Dr. Marily NikaHow to Setup Evals For Agents
·30 minutes1,628 StudentsWatch
Harrison Chase, Hamel Husain, andRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes7,977 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanNorth Star Metrics for AI Agents
·Jun 9·45 minutes172 StudentsLive
Sandhya Hegde and Justin BauerThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes335 StudentsLive
Stella LiuDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes161 StudentsLive
Matthew Brandt (Matty)Root Cause Analysis in Claude Code
·60 minutes836 StudentsWatch%2520(1).png&w=415&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanCatch Three AI Analysis Errors -- Before You Run The Numbers
·May 27·30 minutes237 StudentsLive
Nicky Bell, PhDAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes89 StudentsLive
Glenn VanderlindenBuilding SQL AI Agents
·90 minutes2,699 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes86 StudentsLive
Abi AwomosuCrack Your Data Science Interviews
·Jun 5·3 lessons173 StudentsLive
Manisha Arora💭 Turn Data and AI Into Stories People Actually Remember
·Jun 12·30 minutes69 StudentsLive
Gulrez KhanYour first quant analysis in Claude Code
·Jun 2·30 minutes114 StudentsLive
Ruby PryorFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes46 StudentsLive
Nicky Bell, PhDAgent Evals 101: Best Practices for AI Product Teams
·Jun 16·45 minutes41 StudentsLive
Vinay Goel and Ken KutynA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes231 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullAI-Native Product Management Certification
·May 25·7 lessons23 StudentsLive
Marily NikaSpec Stacking & Software Factories
·May 29·45 minutes60 StudentsLive
Amir Feizpour and Owen ZanzalCross-encoders: An End-to-end Guide
·Jun 17·60 minutes21 StudentsLive
Radu Gheorghe and Trey GraingerEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes778 StudentsWatch
Hamza FarooqAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes31 StudentsLive
Amir Feizpour and Percy (Boqi) ChenAgentic RAG from Scratch
·30 minutes226 StudentsWatch
Raul Salles de Padua and Can TemizyurekClaude Code for User Insights: What Agents Can Do
·30 minutes911 StudentsWatch
Caitlin SullivanLearning Crucial Math for AI
·Jul 10·60 minutes733 StudentsLive
Claire LongoCheat at Search Essentials: Embedding Retrieval
·60 minutes96 StudentsWatch
Doug TurnbullCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes113 StudentsWatch
Doug TurnbullAnalyze Metric Trade-offs in Claude Code
·60 minutes637 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerRAG and LLM Fine-Tuning
·30 minutes2,097 StudentsWatch
Dan Becker and Hamel HusainBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes121 StudentsLive
Amir Feizpour and Hugo MailhotBuild Quantum Neural Networks in Qiskit
·45 minutes240 StudentsWatch
Dr. Muhammad FaryadStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes8 StudentsLive
Shreya Shankar and Hamel HusainVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes633 StudentsLive
Shane ButlerHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes24 StudentsLive
Siddarth RBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,153 StudentsWatch
Mahesh YadavCrack SQL for Data Science Interviews
·30 minutes30 StudentsWatch
Anirban BhattacharyyaUnderstand GenAI in 3 Key Patterns
·30 minutes772 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes478 StudentsWatch
Meri NovaBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes351 StudentsWatch
Gui Diaz-BerrioWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes14 StudentsLive
Dheeraj SaxenaData Science Demystified June Session
·May 27·30 minutes9 StudentsLive
Savitha NamuduriBuilding Enterprise RAG Solutions
·30 minutes1,321 StudentsWatch
Hamza FarooqCracking A/B Testing Interviews
·Jun 12·45 minutes37 StudentsLive
Siddarth RMap AI Usage to Deliverables
·30 minutes185 StudentsWatchVyoma GajjarLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes855 StudentsWatch
Mahesh YadavRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes799 StudentsWatch
Jason Liu and Skylar Payne"I don't use RAG, I just retrieve documents"
·30 minutes5,646 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,282 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarContext Engineering for AI Agents
·30 minutes917 StudentsWatch
Hugo Bowne-Anderson and John BerrymanAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,015 StudentsWatch.jpg&w=415&q=75)
Sara Davison and Tyler FiskBecome Job-Ready for AI Roles in 2026
·30 minutes150 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaHow to Become a Machine Learning Engineer in 2026
·30 minutes127 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaWhat happens when you make an LLM call?
·45 minutes231 StudentsWatch
Abi AryanA Day of AI Engineer
·45 minutes420 StudentsWatch
Alexey GrigorevBuild your first quantum support vector machine
·45 minutes335 StudentsWatch
Dr. Muhammad Faryad2026 will be the year of agentic search
·60 minutes273 StudentsWatch
Jo Kristian Bergum and Doug TurnbullData Governance for Managers - In the Age of AI
·45 minutes22 StudentsWatch
Emmanuel AsimadiWhere are teams going wrong with search?
·60 minutes98 StudentsWatch
Doug Turnbull and Trey GraingerYour Complete Guide to Become NVIDIA Certified
·45 minutes516 StudentsWatch
Ashish PrajapatiSQL Toolkit for Data Engineering
·30 minutes1,670 StudentsWatch
David FreitagEvals for Everyone
·3 lessons2,195 StudentsWatchCheat at Search Essentials
·3 lessons268 StudentsWatchDoug TurnbullBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes545 StudentsWatch
Jason Liu and Manav RathodBuild a vector database from scratch
·60 minutes1,079 StudentsWatch
Doug Turnbull and John BerrymanSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes862 StudentsWatch
Mahesh YadavBuild Your Own Eval Tools With Notebooks!
·45 minutes612 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarContext Engineering: Building Smarter AI Systems
·45 minutes199 StudentsWatch
Jyothi NookulaClaude Code for Research: Agents, Skills & Commands
·30 minutes455 StudentsWatch
John Whalen, PhDRedesign Your Product Metrics for AI Evals
·30 minutes200 StudentsWatch
Shane ButlerHow much will my model cost? Napkin Maths 101
·60 minutes186 StudentsWatch
Abi AryanClaude Code for Research: Agents, Skills & Commands
·30 minutes738 StudentsWatch
John Whalen, PhDEvals for Voice AI: Learnings from Google Evals Team
·30 minutes242 StudentsWatch
Ravin KumarAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes162 StudentsWatch
Doug Turnbull and Trey GraingerClaude Code for Research: Agents, Skills & Commands
·30 minutes529 StudentsWatch
John Whalen, PhDDecoding Data Science Roles
·Jun 5·45 minutes10 StudentsLive
Siddarth RRun Eval Loops and Guardrails for Cursor Agents
·May 27·30 minutes80 StudentsLive
Carmelo IariaFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes30 StudentsLive
Lance Rubin and Paul BarnhurstMaster Evaluation Techniques for LLM Apps
·30 minutes412 StudentsWatch
Haroon ChouderyFinetuning LLM for Language Translation
·30 minutes515 StudentsWatch
Manisha Arora and Siddarth RBuild and Deploy Projects with Streamlit Cloud
·30 minutes360 StudentsWatch
Siddarth RanganathanSQL Toolkit for Data Engineering
·30 minutes1,723 StudentsWatch
David FreitagSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes458 StudentsWatch
Enrico BertiniOverview of Graph Augmented LLM Systems
·45 minutes94 StudentsWatch
Amir Feizpour and Percy ChenHow to Estimate AI ROI: A Case Study
·30 minutes114 StudentsWatch
Nick ZervoudisCould your search be better without vectors? BM25 + friends
·45 minutes909 StudentsWatch
Doug TurnbullCracking A/B Testing Interviews
·30 minutes1,728 StudentsWatch
Siddarth R and Banani MohapatraYou Don't Need a Graph DB
·45 minutes1,164 StudentsWatch
Jo Kristian Bergum and Hamel HusainStrategies for building self-improving document processing
·60 minutes429 StudentsWatch
Jason Liu and Eli BadgioOptimizing Multimodal Vector Search for E-commerce
·60 minutes172 StudentsWatch
Philippe Bouzaglou and Trey GraingerPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes193 StudentsWatch
Piotr Kobziakowski and Trey GraingerModern Multi-Vector Code Search
·60 minutes157 StudentsWatch.jpg&w=415&q=75)
Aamir Shakir and Isaac FlathBuilding Effective AI-Powered Data Pipelines
·60 minutes2,110 StudentsWatch
Shreya ShankarCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 StudentsWatch
Doug TurnbullThe Hidden Signal in Production AI Logs
·60 minutes172 StudentsWatch
Jason Liu and Scott ClarkKickstart Your Recommender System
·60 minutes88 StudentsWatch
Katerina ZanosCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes205 StudentsWatch
Eddie LandesbergOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes215 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullCreate an AI Data Analyst
·45 minutes548 StudentsWatch
Jacob BankBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes81 StudentsWatch
Spencer SchneidenbachHow to Build a Data Career That AI Won’t Replace
·30 minutes87 StudentsWatch
Elena AlikhachkinaHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes435 StudentsWatch
Amir FeizpourLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes669 StudentsWatch
Dr. Raj DandekarBuild Persistent Memory and Rules for Cursor Agents
·30 minutes71 StudentsWatch
Carmelo IariaLive Demo: Vetting an Enterprise Workflow Step by Step
·30 minutes33 StudentsWatch
Paul BryanBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes125 StudentsWatch
Bruno FelixFinance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes50 StudentsWatch
Lance Rubin and Khaled ChowdryMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes18 StudentsWatch
Mirza Rahim BaigCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinHow to Build an AI Team
·4 lessons94 StudentsWatch
Jacob BankExploring Modern AI Search
·6 lessons285 StudentsWatch
Trey GraingerProduct Management Fundamentals
·3 lessonsWatch
Caitlin SullivanUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes310 StudentsWatch
Patrick HallDense Vector Retrieval
·30 minutes174 StudentsWatch
Raul Salles de Padua and Can TemizyurekUnlock Data Science Job Opportunities
·30 minutes266 StudentsWatch
Manisha AroraFrom Raw Data to Automated Insights with AI Agents
·30 minutes535 StudentsWatch
Manisha Arora and Siddarth RSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooProduct Impact for Data Scientists
·30 minutes205 StudentsWatch
Mengying LiBuilding Advanced Applications with LLMs
·30 minutes502 StudentsWatch
Elvis SaraviaThe Role of Data Quality in AI
·30 minutes1,017 StudentsWatch
Chad SandersonDeploy ML Models from Lab to Production
·30 minutes475 StudentsWatch
Akshika WijesundaraUpskilling in AI as a Data Scientist
·30 minutes324 StudentsWatch
Manisha AroraUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes127 StudentsWatch
Patrick HallPractical advice for implementing Multi Agent / AI Agents
·30 minutes189 StudentsWatch
Raj Singh Rikhy and John AlexanderLong-Context: RAG is Dead, Long Live RAG
·30 minutes382 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukFuture-Proofing Your Data Science Career
·30 minutes167 StudentsWatch.jpg&w=415&q=75)
Akshika Wijesundara, PhD and Shailvi WakhluCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes596 StudentsWatch
Daliana Liu and Damien BenevesteGetting Buy-in for Your Data/ML Projects
·30 minutes709 StudentsWatch
Chad Sanderson and Mark FreemanExploring Open-Source Multi-Agent Frameworks for ML Research
·45 minutes92 StudentsWatch
Amir Feizpour and Mykola BurynokNotebook to Production with GitHub
·30 minutes491 StudentsWatch
Manisha AroraBuilding An Agentic Data Scientist
·45 minutes102 StudentsWatch
Amir Feizpour and Abhi AnandLLMs Empowering RL Agents
·45 minutes70 StudentsWatch
Amir Feizpour and Matthew TaylorNavigating MLOps with Databricks
·30 minutes164 StudentsWatch
Maria Vechtomova and Başak EskiliData Governance in the age of AI (DAMA aligned)
·30 minutes14 StudentsWatch
Emmanuel AsimadiBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenUnderstanding Innovations leading up to DeepSeek R1
·45 minutes262 StudentsWatch
Amir Feizpour and Suhas PaiDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes415 StudentsWatch
Yayun Jin, Ph.D.Build an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes499 StudentsWatch
Amir Feizpour and Mykola BurynokBuilding an Agent Framework from Scratch (in 7 weeks)
·45 minutes112 StudentsWatch
Amir Feizpour and Sinan ÖzelBuild an Agentic App: Idea to Implementation - Part 3/3
·45 minutes534 StudentsWatch
Amir Feizpour and Abhi AnandBetter RAG using Relevant Information Gain
·45 minutes119 StudentsWatch
Amir Feizpour and Marc PickettBuilding AI Systems with DSPy - Beyond 101
·45 minutes360 StudentsWatch
Amir Feizpour and Ian YuDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes145 StudentsWatch
Amir Feizpour and Hugo MailhotDeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM
·60 minutes84 StudentsWatch
Aymen SegniError Analysis: The AI Engineer’s Best ROI
·60 minutes1,514 StudentsWatch
Hamel Husain and Shreya Shankar