Cohort-based courses
AI Product Management Bootcamp & Certification by AI Product Academy
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+ Constantinos Neophytou and Deb Liu, Former CEO @ Ancestry
Claude Code Analytics Bootcamp
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+ Sravya Madipalli and Hai Guan
AI Agents for Business & Finance Bootcamp & Certification
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End-to-End AI Engineering Bootcamp
Building Agentic AI Applications with a Problem-First Approach


AI-Powered Search: Modern Retrieval for Humans & Agents

AI Evals and Analytics Playbook


From Data Manager to AI-Ready Leader Winning at Executive Roles
AI Analytics for Builders


+ Sravya Madipalli and Hai Guan
Accelerating Innovation with A/B Testing
Build Your First Serverless Data Engineering Project

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

💭 Data & AI Storytelling Certification
LLMOps with Databricks


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

Production-Ready Recommenders for Media Products

AI Problem Framing for Agentic AI

Applied Quantum Machine Learning using Qiskit

CDMP Certified in 28 Days

Data Governance Edge: Stand Out in the AI Era

Beyond Evals: Designing Improvement Flywheels for AI Products
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1-day workshops
Intro to Claude Code Analytics


+ Sravya Madipalli and Hai Guan
One Day NVIDIA Certification Bootcamp: Learn, Practice, Pass.

Gather data requirements in 30 minutes using a shared language
💭 Turn Data and AI Into Stories People Actually Remember

AI Trust at Scale. From Evals to Governance

Data Visualization for Public Health
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SQL for data science interviews
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Causal Inference for Real World Decision Making
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Build your own Autoresearcher

Free Lightning Lessons
Your AI feature needs evals, not just analytics
·Jun 8·30 minutes578 StudentsLive
Dr. Marily NikaThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes228 StudentsLive
Stella LiuBuild an AI Growth Optimization System
·Jun 17·45 minutes241 StudentsLive
Eric MetelkaRoot Cause Analysis in Claude Code
·60 minutes799 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes7,834 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuilding SQL AI Agents
·90 minutes2,636 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes103 StudentsLive
Matthew Brandt (Matty)A Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes213 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullYour first quant analysis in Claude Code
·May 26·30 minutes87 StudentsLive
Ruby PryorExperimentation in the age of AI
·Jun 12·30 minutes77 StudentsLive
Manisha AroraVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes629 StudentsLive
Shane ButlerDevelop North Star Metrics with AI
·Jun 12·60 minutes70 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerAgentic Experiment Design & Analysis
·Jun 5·60 minutes78 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerCatch Three AI Analysis Errors -- Before You Run The Numbers
·May 27·30 minutes153 StudentsLive
Nicky Bell, PhDHow to Setup Evals For Agents
·30 minutes1,423 StudentsWatch
Harrison Chase, Hamel Husain, andNorth Star Metrics for AI Agents
·Jun 9·45 minutes42 StudentsLive
Sandhya Hegde and Justin BauerBuild Quantum Neural Networks in Qiskit
·45 minutes234 StudentsWatch
Dr. Muhammad FaryadAgentic RAG from Scratch
·30 minutes217 StudentsWatch
Raul Salles de Padua and Can TemizyurekUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes29 StudentsLive
Abi AwomosuAnalyze Metric Trade-offs in Claude Code
·60 minutes634 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes118 StudentsLive
Amir Feizpour and Hugo MailhotYour Complete Guide to Become NVIDIA Certified
·45 minutes513 StudentsWatch
Ashish Prajapati💭 Turn Data and AI Into Stories People Actually Remember
·Jun 15·30 minutes19 StudentsLive
Gulrez KhanBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,149 StudentsWatch
Mahesh YadavFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes17 StudentsLive
Nicky Bell, PhDLearning Crucial Math for AI
·Jul 10·60 minutes727 StudentsLive
Claire LongoCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes110 StudentsWatch
Doug TurnbullClaude Code for User Insights: What Agents Can Do
·30 minutes904 StudentsWatch
Caitlin SullivanSpec Stacking & Software Factories
·May 29·45 minutes49 StudentsLive
Amir Feizpour and Owen ZanzalAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes12 StudentsLive
Glenn VanderlindenAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes25 StudentsLive
Amir Feizpour and Percy (Boqi) ChenEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes764 StudentsWatch
Hamza FarooqCrack Your Data Science Interviews
·Jun 5·3 lessons100 StudentsLive
Manisha AroraBuilding a Gi-ralph Loop for Software Development
·45 minutes130 StudentsWatch
Amir Feizpour and Joel FernandesCross-encoders: An End-to-end Guide
·Jun 17·60 minutes8 StudentsLive
Radu Gheorghe and Trey GraingerRAG and LLM Fine-Tuning
·30 minutes2,091 StudentsWatch
Dan Becker and Hamel HusainCheat at Search Essentials: Embedding Retrieval
·60 minutes88 StudentsWatch
Doug TurnbullCracking A/B Testing Interviews
·Jun 12·45 minutes34 StudentsLive
Siddarth RCheat at Search Essentials
·3 lessons268 StudentsWatch
Doug TurnbullWhere are teams going wrong with search?
·60 minutes95 StudentsWatch
Doug Turnbull and Trey Grainger"I don't use RAG, I just retrieve documents"
·30 minutes5,643 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes860 StudentsWatch
Mahesh YadavRedesign Your Product Metrics for AI Evals
·30 minutes199 StudentsWatch
Shane ButlerDense Vector Retrieval
·30 minutes174 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes162 StudentsWatch
Doug Turnbull and Trey GraingerWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes11 StudentsLive
Dheeraj SaxenaModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,279 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarSQL Toolkit for Data Engineering
·30 minutes1,722 StudentsWatch
David FreitagSQL Toolkit for Data Engineering
·30 minutes1,669 StudentsWatch
David FreitagBuilding Enterprise RAG Solutions
·30 minutes1,318 StudentsWatch
Hamza FarooqContext Engineering for AI Agents
·30 minutes915 StudentsWatch
Hugo Bowne-Anderson and John BerrymanClaude Code for Research: Agents, Skills & Commands
·30 minutes454 StudentsWatch
John Whalen, PhDA Day of AI Engineer
·45 minutes418 StudentsWatch
Alexey GrigorevBuild and Deploy Projects with Streamlit Cloud
·30 minutes360 StudentsWatch
Siddarth RanganathanBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes348 StudentsWatch
Gui Diaz-BerrioCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes333 StudentsWatch
Doug Turnbull2026 will be the year of agentic search
·60 minutes271 StudentsWatch
Jo Kristian Bergum and Doug TurnbullSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooMap AI Usage to Deliverables
·30 minutes182 StudentsWatchVyoma GajjarRun Eval Loops and Guardrails for Cursor Agents
·May 27·30 minutes78 StudentsLive
Carmelo IariaFinance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes50 StudentsWatch
Lance Rubin and Khaled ChowdryData Governance for Managers - In the Age of AI
·45 minutes19 StudentsWatch
Emmanuel AsimadiHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes17 StudentsLive
Siddarth RData Science Demystified June Session
·May 27·30 minutes6 StudentsLive
Savitha NamuduriWhy Devin does not use multi agents
·60 minutes2,440 StudentsWatch
Jason Liu and Walden YanHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,080 StudentsWatch
Jim Blomo and Hamel HusainBuild a vector database from scratch
·60 minutes1,077 StudentsWatch
Doug Turnbull and John BerrymanClaude Code for Research: Agents, Skills & Commands
·30 minutes736 StudentsWatch
John Whalen, PhDOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes686 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes610 StudentsWatch
Stefan KrawcykBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes473 StudentsWatch
Meri NovaTrain Your Own AI Models from Scratch
·60 minutes311 StudentsWatch
Nejc Susec and Luka TislerCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes205 StudentsWatch
Eddie LandesbergHow much will my model cost? Napkin Maths 101
·60 minutes185 StudentsWatch
Abi AryanBuild Persistent Memory and Rules for Cursor Agents
·30 minutes70 StudentsWatch
Carmelo IariaDon’t Trust Your First AI Output – Question It
·45 minutes65 StudentsWatch
Susan MercerEngineer Effective Context Systems
·30 minutes52 StudentsWatch
Carmelo IariaCrack SQL for Data Science Interviews
·May 24·30 minutes23 StudentsLive
Anirban BhattacharyyaDecoding Data Science Roles
·Jun 5·45 minutes9 StudentsLive
Siddarth RCracking A/B Testing Interviews
·30 minutes1,727 StudentsWatch
Siddarth R and Banani MohapatraYou Don't Need a Graph DB
·45 minutes1,163 StudentsWatch
Jo Kristian Bergum and Hamel HusainAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,012 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes852 StudentsWatch
Mahesh YadavUnderstand GenAI in 3 Key Patterns
·30 minutes767 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownClaude Code for Research: Agents, Skills & Commands
·30 minutes527 StudentsWatch
John Whalen, PhDSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes457 StudentsWatch
Enrico BertiniBuild your first quantum support vector machine
·45 minutes333 StudentsWatch
Dr. Muhammad FaryadUnlock Data Science Job Opportunities
·30 minutes266 StudentsWatch
Manisha AroraEvals for Voice AI: Learnings from Google Evals Team
·30 minutes240 StudentsWatch
Ravin KumarData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelWhat happens when you make an LLM call?
·45 minutes229 StudentsWatch
Abi AryanEvals in Action With Arize
·45 minutes200 StudentsWatch
Laurie VossPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes193 StudentsWatch
Piotr Kobziakowski and Trey GraingerOptimizing Multimodal Vector Search for E-commerce
·60 minutes171 StudentsWatch
Philippe Bouzaglou and Trey GraingerCan You Trust It? 4 Ways Data Visualizations Mislead
·60 minutes151 StudentsWatch
Enrico BertiniBecome Job-Ready for AI Roles in 2026
·30 minutes148 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaHow to Estimate AI ROI: A Case Study
·30 minutes114 StudentsWatch
Nick ZervoudisBuilding an Agent Framework from Scratch (in 7 weeks)
·45 minutes112 StudentsWatch
Amir Feizpour and Sinan ÖzelOverview of Graph Augmented LLM Systems
·45 minutes93 StudentsWatch
Amir Feizpour and Percy ChenFine-tuning Small Language Models: dataset to deployment
·30 minutes88 StudentsWatch
Hamid BagheriFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes28 StudentsLive
Lance Rubin and Paul BarnhurstData Governance in the age of AI (DAMA aligned)
·30 minutes14 StudentsWatch
Emmanuel AsimadiReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,830 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarEvals for Everyone
·3 lessons2,193 StudentsWatch
Aishwarya & KiritiBuilding Effective AI-Powered Data Pipelines
·60 minutes2,109 StudentsWatch
Shreya ShankarUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,750 StudentsWatch
Mahesh YadavError Analysis: The AI Engineer’s Best ROI
·60 minutes1,514 StudentsWatch
Hamel Husain and Shreya ShankarNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaUnderstanding Embedding Performance through Generative Evals
·60 minutes1,181 StudentsWatch
Jason Liu and Kelly HongCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinThe Role of Data Quality in AI
·30 minutes1,017 StudentsWatch
Chad SandersonImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
Jason Liu and Ayush ChaurasiaCould your search be better without vectors? BM25 + friends
·45 minutes908 StudentsWatch
Doug TurnbullOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatch
Doug TurnbullRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes796 StudentsWatch
Jason Liu and Skylar PayneGetting Buy-in for Your Data/ML Projects
·30 minutes709 StudentsWatch
Chad Sanderson and Mark FreemanFrom Text-RAG to Vision-RAG with Cohere
·60 minutes695 StudentsWatch
Jason Liu and Nils ReimersHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes688 StudentsWatch
Zach MuellerLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes668 StudentsWatch
Dr. Raj DandekarAI Careers in 2025+ : What No One's Telling You
·30 minutes667 StudentsWatch
Abi AryanBuild Your Own Eval Tools With Notebooks!
·45 minutes610 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes596 StudentsWatch
Daliana Liu and Damien BenevesteCreate an AI Data Analyst
·45 minutes547 StudentsWatch
Jacob BankGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes543 StudentsWatch
Jason Liu and Manav RathodFrom Raw Data to Automated Insights with AI Agents
·30 minutes535 StudentsWatch
Manisha Arora and Siddarth RBuild an Agentic App: Idea to Implementation - Part 3/3
·45 minutes534 StudentsWatch
Amir Feizpour and Abhi AnandBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenFinetuning LLM for Language Translation
·30 minutes514 StudentsWatch
Manisha Arora and Siddarth RBuilding Advanced Applications with LLMs
·30 minutes502 StudentsWatch
Elvis SaraviaBuild an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes499 StudentsWatch
Amir Feizpour and Mykola BurynokNotebook to Production with GitHub
·30 minutes491 StudentsWatch
Manisha AroraScaling Judge-Time Compute for Robust Auto LLM Evaluation
·60 minutes489 StudentsWatch
Jason Liu and Leonard TangDeploy ML Models from Lab to Production
·30 minutes475 StudentsWatch
Akshika WijesundaraBuilding Reliable AI Systems with MLflow
·60 minutes475 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes434 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes428 StudentsWatch
Jason Liu and Eli BadgioHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes424 StudentsWatch
Jason Liu and Hamish OgilvyDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes415 StudentsWatch
Yayun Jin, Ph.D.AI-powered Data Analysis with Claude and MCP
·30 minutes415 StudentsWatch
George XingMaster Evaluation Techniques for LLM Apps
·30 minutes411 StudentsWatch
Haroon ChouderyAutomate Insight Generation Using AI Agents
·30 minutes385 StudentsWatch
Siddarth RanganathanLong-Context: RAG is Dead, Long Live RAG
·30 minutes382 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuilding Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullBuilding AI Systems with DSPy - Beyond 101
·45 minutes360 StudentsWatch
Amir Feizpour and Ian YuWhat is agentic search? (and why should I care!?)
·60 minutes348 StudentsWatch
Doug TurnbullEvaluate the quality and accuracy of AI insights
·30 minutes332 StudentsWatch
Ann Conway