Cohort-based courses
Building Agentic AI Applications with a Problem-First Approach


AI Inference Engineering & Systems Design

End-to-End AI Engineering Bootcamp
AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
AI Product Management Bootcamp & Certification by AI Product Academy


+ Constantinos Neo @ Anthropic and Deb Liu, Former CEO @ Ancestry
Build Agentic Analytics 101 in Claude Code
.png&w=256&q=75)

+ Sravya Madipalli and Hai Guan
AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop

Machine Learning for Trading: From Research to Production

AI-Powered Search: Modern Retrieval for Humans & Agents

Applied Quantum Machine Learning using Qiskit

Advanced Topics in Practical A/B Testing
Personal Branding for Women in Growth & Experimentation


💭 Data & AI Storytelling Certification
LiDAR Point Clouds Processing in QGIS
.jpg&w=256&q=75)
Accelerating Innovation with A/B Testing
Applied Conformal Prediction

Python Forecasting Masterclass: From Basics to Foundation Models

+ Tobias Pitters, M.Sc., Franz Király, Ph.D., and Mahdi Torabi Rad, Ph.D.
AI Career Residency: From Skills to Impact

Python for Beginners
Mastering the Data Quality Playbook for Data Professionals
Modern Forecasting Mastery: From Models to Decisions

AI Engineering Buildcamp: From RAG to Agents

LLMOps with Databricks


The AI-Ready Data Leader: Build Your AI Operating System and Grow Your Career
AI Evals and Analytics Playbook


Data Storytelling: Turn Insights Into Influence

Production-Ready Recommenders for Media Products

AI Engineering for Software Engineers


AI Problem Framing for AI Practitioners

Beyond Evals: Designing Improvement Flywheels for AI Products
.png&w=256&q=75)

AI Inference for Forward Deployed Engineering Roles

AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales
.png&w=256&q=75)

1-day workshops
Building Multi-Agent Forecasting Systems

Intro to Agentic Analytics in Claude Code


+ Sravya Madipalli and Hai Guan
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

Build a Bioinformatics Pipeline You Can Run on Your Own Data

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

Data Visualization for Public Health
.jpg&w=256&q=75)
SQL for data science interviews
.png&w=256&q=75)
Causal Inference for Real World Decision Making
.png&w=256&q=75)
Data Platform Strategy & Architecture Accelerator

Free Lightning Lessons
Mastering RAG-based systems for software engineers
·Jun 20·45 minutes2,896 StudentsLive
Gaurav SenMastering Agentic RAG & AI Evals
·Jun 17·60 minutes1,017 StudentsLive.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessAI Engineering Buildcamp Demo Day Cohort 3
·Jun 23·60 minutes600 StudentsLive
Alexey GrigorevVectorless RAG with PageIndex
·Jun 22·60 minutes553 StudentsLive
Matt Overstreet, Doug Turnbull, and Trey Grainger3 Simple Ideas to Level Up Your Dashboards
·Jun 30·30 minutes353 StudentsLive
Bill ShanderAI Feature Analytics: A Practical Framework
·30 minutes796 StudentsWatch
Glenn VanderlindenBetter RAG retrieval with late interaction
·45 minutes1,807 StudentsWatch
Isaac Flath and Hamel HusainRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,503 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanYour AI feature needs evals, not just analytics
·30 minutes1,442 StudentsWatch
Dr. Marily NikaThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes886 StudentsLive
Stella LiuExperimentation in the age of AI
·30 minutes1,232 StudentsWatch
Manisha AroraAgent Evals 101: Best Practices for AI Product Teams
·45 minutes462 StudentsWatch
Vinay Goel and Ken KutynWhy We Embed Documents, and Why You Should Go Multi-Vector
·Jun 23·60 minutes306 StudentsLive
Ben Clavié and Hamel HusainVector search from zero to production at GitHub
·Jun 24·60 minutes246 StudentsLive
David Tippett, Trey Grainger, and Doug TurnbullBetter Agentic Search with Adaptive Relevance Pipelines
·60 minutes189 StudentsWatch
Kevin Butler and Trey GraingerBuild an AI-Ready Analytics Program for Humans and Agents
·Jun 18·45 minutes327 StudentsLive
Jim Gordon and Jim KultgenBuilding SQL AI Agents
·90 minutes2,892 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinDevelop North Star Metrics with AI
·60 minutes786 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanPublish Analysis Everywhere with Claude Code
·60 minutes222 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanCross-encoders: An End-to-end Guide
·Jun 17·60 minutes155 StudentsLive
Radu Gheorghe and Trey GraingerFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes230 StudentsLive
Nicky Bell, PhDThree Patterns for Better Agentic Search
·Jun 25·60 minutes51 StudentsLive
Adam Hevenor, Doug Turnbull, and Trey GraingerBuild an AI Growth Optimization System
·Jun 26·45 minutes1,002 StudentsLive
Eric MetelkaDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes411 StudentsLive
Matthew Brandt (Matty)You're solving the wrong problem with AI Search
·Jun 26·60 minutes40 StudentsLive
Atita Arora, Trey Grainger, and Doug TurnbullHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes107 StudentsLive
Siddarth RHow to Setup Evals For Agents
·30 minutes1,838 StudentsWatch
Harrison Chase, Hamel Husain, andAgentic Experiment Design & Analysis
·60 minutes1,222 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai Guan💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes509 StudentsWatch
Gulrez KhanRAG and LLM Fine-Tuning
·30 minutes2,345 StudentsWatch
Dan Becker and Hamel HusainBuild Multi-Agent Systems You Can Audit
·Jun 24·30 minutes31 StudentsLive
Stefan JansenCracking A/B Testing Interviews
·45 minutes143 StudentsWatch
Siddarth RUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes260 StudentsLive
Abi AwomosuNorth Star Metrics for AI Agents
·45 minutes517 StudentsWatch
Sandhya Hegde and Justin BauerCut Wasted Analysis using AI
·60 minutes350 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerAgentic search: can we just use grep?
·Jun 29·60 minutes18 StudentsLive
Doug Turnbull and Trey GraingerBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes168 StudentsLive
Amir Feizpour and Hugo MailhotBuilding Enterprise RAG Solutions
·30 minutes1,475 StudentsWatch
Hamza FarooqModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,363 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes184 StudentsLive
Shreya Shankar and Hamel HusainFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes52 StudentsLive
Lance Rubin and Paul BarnhurstYour first quant analysis in Claude Code
·Aug 13·30 minutes173 StudentsLive
Ruby PryorFrom trading idea to validated strategy
·Jun 24·30 minutes12 StudentsLive
Stefan JansenCrack Your Data Science Interviews
·Jun 5·3 lessons512 StudentsLive
Manisha AroraWhat happens when you make an LLM call?
·45 minutes263 StudentsWatch
Abi AryanDecoding Data Science Roles
·45 minutes93 StudentsWatch
Siddarth RThe New Frontier of AI Search
·Jun 30·75 minutes9 StudentsLive
Trey Grainger and Doug Turnbull"I don't use RAG, I just retrieve documents"
·30 minutes5,664 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes372 StudentsWatch
Gui Diaz-BerrioExploring Modern AI Search
·6 lessons293 StudentsWatch
AI-Powered SearchHow much will my model cost? Napkin Maths 101
·60 minutes199 StudentsWatch
Abi AryanClaude Code for User Insights: What Agents Can Do
·30 minutes958 StudentsWatch
Caitlin SullivanA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes249 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullRoot Cause Analysis in Claude Code
·60 minutes865 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanPressure-test any AI analysis
·Jun 24·60 minutes750 StudentsLive
Shane Butler andDense Vector Retrieval
·30 minutes181 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI-Native Product Management Certification
·May 25·7 lessons42 StudentsLive
Dr. Marily NikaCan AI Actually Answer Your Data Questions?
·Jul 22·45 minutes20 StudentsLive
Shreya Shankar and Hamel HusainIs Your LLM Task Worth Fine-Tuning?
·Jun 26·45 minutes18 StudentsLive
Daniel Voigt GodoyIntroduction to Agentic Systems
·30 minutes16 StudentsWatch
Yujian TangSQL Toolkit for Data Engineering
·30 minutes1,677 StudentsWatch
David FreitagLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes681 StudentsWatch
Dr. Raj DandekarAgentic RAG from Scratch
·30 minutes238 StudentsWatch
Raul Salles de Padua and Can TemizyurekAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes138 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,172 StudentsWatch
Mahesh YadavEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes799 StudentsWatch
Hamza FarooqWhat is agentic search? (and why should I care!?)
·60 minutes354 StudentsWatch
Doug TurnbullBuild Quantum Neural Networks in Qiskit
·45 minutes248 StudentsWatch
Dr. Muhammad FaryadRedesign Your Product Metrics for AI Evals
·30 minutes206 StudentsWatch
Shane ButlerOptimizing Multimodal Vector Search for E-commerce
·60 minutes176 StudentsWatch
Philippe Bouzaglou and Trey GraingerAI for forecasting: foundations models, hype & best practice
·60 minutes136 StudentsWatch
Franz KiralyGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,815 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarWhy Devin does not use multi agents
·60 minutes2,443 StudentsWatch
Jason Liu and Walden YanEvals for Everyone
·3 lessons2,202 StudentsWatch
Aishwarya & KiritiBuilding Effective AI-Powered Data Pipelines
·60 minutes2,113 StudentsWatch
Shreya ShankarBuild a vector database from scratch
·60 minutes1,083 StudentsWatch
Doug Turnbull and John BerrymanAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,021 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskLearning Crucial Math for AI
·Jul 10·60 minutes737 StudentsLive
Claire LongoAI Careers in 2025+ : What No One's Telling You
·30 minutes674 StudentsWatch
Abi AryanBuilding Reliable AI Systems with MLflow
·60 minutes478 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenA Day of AI Engineer
·45 minutes426 StudentsWatch
Alexey GrigorevBuild your first quantum support vector machine
·45 minutes340 StudentsWatch
Dr. Muhammad FaryadOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes219 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullEvals in Action With Arize
·45 minutes209 StudentsWatch
Laurie VossKickstart Your Recommender System
·60 minutes91 StudentsWatch
Katerina ZanosError Analysis: The AI Engineer’s Best ROI
·60 minutes1,518 StudentsWatch
Hamel Husain and Shreya ShankarCould your search be better without vectors? BM25 + friends
·45 minutes911 StudentsWatch
Doug TurnbullSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes865 StudentsWatch
Mahesh YadavUnderstand GenAI in 3 Key Patterns
·30 minutes777 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukClaude Code for Research: Agents, Skills & Commands
·30 minutes741 StudentsWatch
John Whalen, PhDBuild a Document Processing Pipeline for RAG Systems
·30 minutes613 StudentsWatch
Stefan KrawcykCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes598 StudentsWatch
Daliana Liu and Damien BenevesteCreate an AI Data Analyst
·45 minutes550 StudentsWatch
Jacob BankGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes546 StudentsWatch
Jason Liu and Manav RathodBillion-Scale Vector Search on Object Storage
·60 minutes529 StudentsWatch
Jason Liu and Simon Hørup EskildsenYour Complete Guide to Become NVIDIA Certified
·45 minutes528 StudentsWatch
Ashish PrajapatiBuilding Advanced Applications with LLMs
·30 minutes504 StudentsWatch
Elvis SaraviaBuild an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes501 StudentsWatch
Amir Feizpour and Mykola BurynokBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes480 StudentsWatch
Meri NovaHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes438 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes431 StudentsWatch
Jason Liu and Eli BadgioAI-powered Data Analysis with Claude and MCP
·30 minutes418 StudentsWatch
George XingAutomate Insight Generation Using AI Agents
·30 minutes388 StudentsWatch
Siddarth RanganathanBuild and Deploy Projects with Streamlit Cloud
·30 minutes362 StudentsWatch
Siddarth RanganathanCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes338 StudentsWatch
Doug TurnbullEvaluate the quality and accuracy of AI insights
·30 minutes333 StudentsWatch
Ann Conway2026 will be the year of agentic search
·60 minutes277 StudentsWatch
Jo Kristian Bergum and Doug TurnbullUnlock Data Science Job Opportunities
·30 minutes269 StudentsWatch
Manisha AroraBeyond chunks - how to actually data model for RAG
·60 minutes262 StudentsWatch
Radu Gheorghe and Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes260 StudentsWatch
Doug TurnbullUnderrated: Elasticsearch for vector search + AI
·45 minutes258 StudentsWatch
Doug Turnbull and Philipp KrennSemantic Search with Low-Code
·30 minutes252 StudentsWatch
Shubham SabooPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes195 StudentsWatch
Piotr Kobziakowski and Trey GraingerPractical advice for implementing Multi Agent / AI Agents
·30 minutes190 StudentsWatch
Raj Singh Rikhy and John AlexanderAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes166 StudentsWatch
Doug Turnbull and Trey GraingerNavigating MLOps with Databricks
·30 minutes165 StudentsWatch
Maria Vechtomova and Başak EskiliSpec Stacking & Software Factories
·45 minutes159 StudentsWatch
Amir Feizpour and Owen ZanzalModern Multi-Vector Code Search
·60 minutes158 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathBecome Job-Ready for AI Roles in 2026
·30 minutes157 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaBuilding a Gi-ralph Loop for Software Development
·45 minutes131 StudentsWatch
Amir Feizpour and Joel FernandesHow to Estimate AI ROI: A Case Study
·30 minutes116 StudentsWatch
Nick ZervoudisWhere are teams going wrong with search?
·60 minutes107 StudentsWatch
Doug Turnbull and Trey GraingerData Governance for Managers - In the Age of AI
·45 minutes23 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 minutes4,831 StudentsWatch
Bryan Bischof and Ayush ChaurasiaUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,751 StudentsWatch
Mahesh YadavCracking A/B Testing Interviews
·30 minutes1,734 StudentsWatch
Siddarth R and Banani MohapatraSQL Toolkit for Data Engineering
·30 minutes1,724 StudentsWatch
David FreitagNatural 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 HongYou Don't Need a Graph DB
·45 minutes1,166 StudentsWatch
Jo Kristian Bergum and Hamel HusainCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,083 StudentsWatch
Jim Blomo and Hamel HusainThe 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 ChaurasiaContext Engineering for AI Agents
·30 minutes921 StudentsWatch
Hugo Bowne-Anderson and John BerrymanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes861 StudentsWatch
Mahesh YadavOptimize 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 minutes800 StudentsWatch
Jason Liu and Skylar PayneTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownGetting Buy-in for Your Data/ML Projects
·30 minutes709 StudentsWatch
Chad Sanderson and Mark FreemanFrom Text-RAG to Vision-RAG with Cohere
·60 minutes696 StudentsWatch
Jason Liu and Nils ReimersHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes691 StudentsWatch
Zach MuellerOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes689 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarAnalyze Metric Trade-offs in Claude Code
·60 minutes645 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild Your Own Eval Tools With Notebooks!
·45 minutes614 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarFrom Raw Data to Automated Insights with AI Agents
·30 minutes537 StudentsWatch
Manisha Arora and Siddarth RClaude Code for Research: Agents, Skills & Commands
·30 minutes535 StudentsWatch
John Whalen, PhDBuild an Agentic App: Idea to Implementation - Part 3/3
·45 minutes534 StudentsWatch
Amir Feizpour and Abhi Anand