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


AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
AI Inference Engineering & Systems Design

AI Product Management Bootcamp & Certification by AI Product Academy


+ Constantinos Neo @ Anthropic and Deb Liu, Former CEO @ Ancestry
End-to-End AI Engineering Bootcamp
AI-Powered Search: Modern Retrieval for Humans & Agents

Build Agentic Analytics 101 in Claude Code
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+ Sravya Madipalli and Hai Guan
AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop

Let's Code LLM Chatbots and Agents from Scratch

Applied Quantum Machine Learning using Qiskit

Advanced Topics in Practical A/B Testing
💭 Data & AI Storytelling Certification
Personal Branding for Women in Growth & Experimentation


LiDAR Point Clouds Processing in QGIS
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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
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Machine Learning for Trading: From Research to Production

AI Inference for Forward Deployed Engineering Roles

AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales
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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
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SQL for data science interviews
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Causal Inference for Real World Decision Making
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Data Platform Strategy & Architecture Accelerator

Free Lightning Lessons
Mastering RAG-based systems for software engineers
·Jun 20·45 minutes3,129 StudentsLive
Gaurav SenMastering Agentic RAG & AI Evals
·60 minutes1,173 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessAI Engineering Buildcamp Demo Day Cohort 3
·Jun 23·60 minutes871 StudentsLive
Alexey GrigorevVectorless RAG with PageIndex
·Jun 22·60 minutes691 StudentsLive
Matt Overstreet, Doug Turnbull, and Trey Grainger3 Simple Ideas to Level Up Your Dashboards
·Jun 30·30 minutes398 StudentsLive
Bill ShanderThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes961 StudentsLive
Stella LiuRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,558 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBetter Agentic Search with Adaptive Relevance Pipelines
·60 minutes220 StudentsWatch
Kevin Butler and Trey GraingerBuild AI Agents For Enterprises
·Jul 10·60 minutes92 StudentsLiveSkanda VivekAI Feature Analytics: A Practical Framework
·30 minutes807 StudentsWatch
Glenn VanderlindenVector search from zero to production at GitHub
·Jun 24·60 minutes287 StudentsLive
David Tippett, Trey Grainger, and Doug TurnbullYour AI feature needs evals, not just analytics
·30 minutes1,452 StudentsWatch
Dr. Marily NikaYou're solving the wrong problem with AI Search
·Jun 26·60 minutes80 StudentsLive
Atita Arora, Trey Grainger, and Doug TurnbullWhy We Embed Documents, and Why You Should Go Multi-Vector
·Jul 27·60 minutes343 StudentsLive
Ben Clavié and Hamel HusainBuild an AI-Ready Analytics Program for Humans and Agents
·45 minutes364 StudentsWatch
Jim Gordon and Jim KultgenAgent Evals 101: Best Practices for AI Product Teams
·45 minutes473 StudentsWatch
Vinay Goel and Ken KutynFix 4 Errors in AI Data Analysis Before the CEO Sees It
·45 minutes250 StudentsWatch
Nicky Bell, PhDBuilding SQL AI Agents
·90 minutes2,902 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinBetter RAG retrieval with late interaction
·45 minutes1,815 StudentsWatch
Isaac Flath and Hamel HusainCross-encoders: An End-to-end Guide
·60 minutes178 StudentsWatch
Radu Gheorghe and Trey GraingerHow Big Tech Actually Evaluates DS Candidates
·45 minutes127 StudentsWatch
Siddarth RThree Patterns for Better Agentic Search
·Jun 25·60 minutes58 StudentsLive
Adam Hevenor, Doug Turnbull, and Trey GraingerExperimentation in the age of AI
·30 minutes1,242 StudentsWatch
Manisha AroraHow to Setup Evals For Agents
·30 minutes1,858 StudentsWatch
Harrison Chase, Hamel Husain, andStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes217 StudentsLive
Shreya Shankar and Hamel HusainPressure-test any AI analysis
·Jun 24·60 minutes783 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes425 StudentsLive
Matthew Brandt (Matty)RAG in 30 Minutes: Make AI Answer From Your Own Documents
·Jun 25·30 minutes34 StudentsLive
Aki Wijesundara and Manu JayawardanaDevelop North Star Metrics with AI
·60 minutes790 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanRAG and LLM Fine-Tuning
·30 minutes2,357 StudentsWatch
Dan Becker and Hamel HusainCrack Your Data Science Interviews
·Jun 5·3 lessons537 StudentsLive
Manisha AroraBuild an AI Growth Optimization System
·Jun 26·45 minutes1,006 StudentsLive
Eric MetelkaFrom trading idea to validated strategy
·Jun 24·30 minutes29 StudentsLive
Stefan JansenCracking A/B Testing Interviews
·45 minutes151 StudentsWatch
Siddarth RBuild Multi-Agent Systems You Can Audit
·Jun 24·30 minutes41 StudentsLive
Stefan JansenHow OpenSearch is Evolving in the AI Era
·Jun 23·60 minutes21 StudentsLive
Jon Handler, Trey Grainger, and Doug TurnbullBuilding Enterprise RAG Solutions
·30 minutes1,487 StudentsWatch
Hamza FarooqUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes268 StudentsWatch
Abi AwomosuAgentic search: can we just use grep?
·Jun 29·60 minutes23 StudentsLive
Doug Turnbull and Trey GraingerThe New Frontier of AI Search
·Jun 30·75 minutes20 StudentsLive
Trey Grainger and Doug TurnbullAgentic Experiment Design & Analysis
·60 minutes1,227 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai Guan💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes516 StudentsWatch
Gulrez KhanPublish Analysis Everywhere with Claude Code
·60 minutes225 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·60 minutes55 StudentsWatch
Lance Rubin and Paul BarnhurstNorth Star Metrics for AI Agents
·45 minutes520 StudentsWatch
Sandhya Hegde and Justin BauerExploring Modern AI Search
·6 lessons297 StudentsWatch
AI-Powered SearchModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,366 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarClaude Code for User Insights: What Agents Can Do
·30 minutes965 StudentsWatch
Caitlin SullivanCut Wasted Analysis using AI
·60 minutes351 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerWhat happens when you make an LLM call?
·45 minutes267 StudentsWatch
Abi AryanA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes252 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullYour first quant analysis in Claude Code
·Aug 13·30 minutes176 StudentsLive
Ruby PryorBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes172 StudentsLive
Amir Feizpour and Hugo MailhotDecoding Data Science Roles
·45 minutes96 StudentsWatch
Siddarth RAI-Native Product Management Certification
·May 25·7 lessons46 StudentsLive
Dr. Marily NikaIs Your LLM Task Worth Fine-Tuning?
·Jun 26·45 minutes22 StudentsLive
Daniel Voigt Godoy"I don't use RAG, I just retrieve documents"
·30 minutes5,667 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes376 StudentsWatch
Gui Diaz-BerrioCan AI Actually Answer Your Data Questions?
·Jul 29·45 minutes23 StudentsLive
Shreya Shankar and Hamel HusainBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,175 StudentsWatch
Mahesh YadavSQL Toolkit for Data Engineering
·30 minutes1,678 StudentsWatch
David FreitagRoot Cause Analysis in Claude Code
·60 minutes868 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanAI-powered Data Analysis with Claude and MCP
·30 minutes421 StudentsWatch
George XingHow much will my model cost? Napkin Maths 101
·60 minutes200 StudentsWatch
Abi AryanDense Vector Retrieval
·30 minutes181 StudentsWatch
Raul Salles de Padua and Can TemizyurekCracking A/B Testing Interviews
·30 minutes1,737 StudentsWatch
Siddarth R and Banani MohapatraEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes800 StudentsWatch
Hamza FarooqBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes482 StudentsWatch
Meri NovaWhat is agentic search? (and why should I care!?)
·60 minutes355 StudentsWatch
Doug TurnbullBuild your first quantum support vector machine
·45 minutes342 StudentsWatch
Dr. Muhammad FaryadEvaluate the quality and accuracy of AI insights
·30 minutes336 StudentsWatch
Ann ConwayCheat at Search Essentials: Vectors and Embeddings
·60 minutes263 StudentsWatch
Doug TurnbullEvals in Action With Arize
·45 minutes211 StudentsWatch
Laurie VossBuilding Effective AI-Powered Data Pipelines
·60 minutes2,114 StudentsWatch
Shreya ShankarBuild a vector database from scratch
·60 minutes1,084 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 FiskCould your search be better without vectors? BM25 + friends
·45 minutes913 StudentsWatch
Doug TurnbullUnderstand GenAI in 3 Key Patterns
·30 minutes778 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukTraining Agents with Reinforcement Learning
·60 minutes744 StudentsWatch
Will BrownBillion-Scale Vector Search on Object Storage
·60 minutes530 StudentsWatch
Jason Liu and Simon Hørup EskildsenBuilding Reliable AI Systems with MLflow
·60 minutes479 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenA Day of AI Engineer
·45 minutes426 StudentsWatch
Alexey GrigorevBuild Quantum Neural Networks in Qiskit
·45 minutes249 StudentsWatch
Dr. Muhammad FaryadEvals for Voice AI: Learnings from Google Evals Team
·30 minutes248 StudentsWatch
Ravin KumarOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes219 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullPractical advice for implementing Multi Agent / AI Agents
·30 minutes191 StudentsWatch
Raj Singh Rikhy and John AlexanderOptimizing Multimodal Vector Search for E-commerce
·60 minutes176 StudentsWatch
Philippe Bouzaglou and Trey GraingerAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes167 StudentsWatch
Doug Turnbull and Trey GraingerNavigating MLOps with Databricks
·30 minutes166 StudentsWatch
Maria Vechtomova and Başak EskiliAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes139 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenKickstart Your Recommender System
·60 minutes92 StudentsWatch
Katerina ZanosRun Eval Loops and Guardrails for Cursor Agents
·30 minutes89 StudentsWatch
Carmelo IariaWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes34 StudentsLive
Dheeraj SaxenaIntroduction to Agentic Systems
·30 minutes17 StudentsWatch
Yujian TangGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,815 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarEvals for Everyone
·3 lessons2,203 StudentsWatch
Aishwarya & KiritiHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,084 StudentsWatch
Jim Blomo and Hamel HusainSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes866 StudentsWatch
Mahesh YadavLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes862 StudentsWatch
Mahesh YadavOptimize Structured Data Retrieval With Evals
·45 minutes844 StudentsWatch
Daniel Svonava and Hamel HusainClaude Code for Research: Agents, Skills & Commands
·30 minutes741 StudentsWatch
John Whalen, PhDLearning Crucial Math for AI
·Jul 10·60 minutes737 StudentsLive
Claire LongoLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes681 StudentsWatch
Dr. Raj DandekarAnalyze Metric Trade-offs in Claude Code
·60 minutes646 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild Your Own Eval Tools With Notebooks!
·45 minutes615 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes598 StudentsWatch
Daliana Liu and Damien BenevesteCreate an AI Data Analyst
·45 minutes550 StudentsWatch
Jacob BankYour Complete Guide to Become NVIDIA Certified
·45 minutes528 StudentsWatch
Ashish PrajapatiBuilding Advanced Applications with LLMs
·30 minutes504 StudentsWatch
Elvis SaraviaHands-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 BadgioAutomate 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 TurnbullUpskilling in AI as a Data Scientist
·30 minutes330 StudentsWatch
Manisha Arora2026 will be the year of agentic search
·60 minutes277 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials
·3 lessons272 StudentsWatch
Doug TurnbullUnlock Data Science Job Opportunities
·30 minutes269 StudentsWatch
Manisha AroraUnderrated: Elasticsearch for vector search + AI
·45 minutes258 StudentsWatch
Doug Turnbull and Philipp KrennSemantic Search with Low-Code
·30 minutes252 StudentsWatch
Shubham SabooData is Everything: Finding needles in multimodal haystacks
·60 minutes231 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelRedesign Your Product Metrics for AI Evals
·30 minutes206 StudentsWatch
Shane ButlerPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes195 StudentsWatch
Piotr Kobziakowski and Trey GraingerMap AI Usage to Deliverables
·30 minutes187 StudentsWatchVyoma GajjarFuture-Proofing Your Data Science Career
·30 minutes168 StudentsWatch.jpg&w=1536&q=75)
Akshika Wijesundara, PhD and Shailvi WakhluSpec 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 JayawardanaReasoningLayer.ai - neurosymbolic reasoning for your data
·60 minutes146 StudentsWatch
David Loiret and Doug TurnbullCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes120 StudentsWatch
Doug TurnbullBuilding an Agent Framework from Scratch (in 7 weeks)
·45 minutes113 StudentsWatch
Amir Feizpour and Sinan ÖzelWhere are teams going wrong with search?
·60 minutes108 StudentsWatch
Doug Turnbull and Trey GraingerCheat at Search Essentials: Embedding Retrieval
·60 minutes101 StudentsWatch
Doug TurnbullHow to Build a Data Career That AI Won’t Replace
·30 minutes88 StudentsWatch
Elena AlikhachkinaMaking Enterprise Data AI-Ready: A Practical Guide
·30 minutes65 StudentsWatch
Lev GorelovLive Demo: Vetting an Enterprise Workflow Step by Step
·30 minutes35 StudentsWatch
Paul BryanFrom Insight Factory to Decision Engine using AI
·60 minutes29 StudentsWatch
Pier MartinReasoning 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 ChaurasiaWhy Devin does not use multi agents
·60 minutes2,443 StudentsWatch
Jason Liu and Walden YanUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,751 StudentsWatch
Mahesh YadavSQL Toolkit for Data Engineering
·30 minutes1,724 StudentsWatch
David FreitagError Analysis: The AI Engineer’s Best ROI
·60 minutes1,518 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 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 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 ChaurasiaContext Engineering for AI Agents
·30 minutes921 StudentsWatch
Hugo Bowne-Anderson and John Berryman