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


AI Product Management Bootcamp & Certification by AI Product Academy
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+ Constantinos Neophytou and Deb Liu, Former CEO @ Ancestry
Advanced Topics in Practical A/B Testing
Claude Code Analytics Bootcamp
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+ Sravya Madipalli and Hai Guan
AI Agents for Business & Finance Bootcamp & Certification
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Let's Code LLM Chatbots and Agents from Scratch

💭 Data & AI Storytelling Certification
Applied Conformal Prediction

Marketing Science Bootcamp: MMM, Attribution & Incrementality

AI Career Residency: From Skills to Impact

Python for Beginners
Modern Forecasting Mastery: From Models to Decisions

End-to-End AI Engineering Bootcamp
AI-Powered Search: Modern Retrieval for Humans & Agents

LLMOps with Databricks


From Data Manager to AI-Ready Leader Winning at Executive Roles
Turn Survey Data Into Decisions: Python and R with AI Assist, no coding required

Production-Ready Recommenders for Media Products

AI Engineering for Software Engineers


Beyond Evals: Designing Improvement Flywheels for AI Products
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Applied Quantum Machine Learning using Qiskit

CDMP Certified in 28 Days

Data Governance Edge: Stand Out in the AI Era

AI Analytics for Builders


+ Sravya Madipalli and Hai Guan
1-day workshops
Intro to Claude Code Analytics


+ 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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Build your own Autoresearcher

Free Lightning Lessons
Agentic Experiment Design & Analysis
·Jun 5·60 minutes824 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanExperimentation in the age of AI
·Jun 12·30 minutes665 StudentsLive
Manisha AroraBuild an AI Growth Optimization System
·Jun 17·45 minutes727 StudentsLive
Eric MetelkaYour AI feature needs evals, not just analytics
·Jun 8·30 minutes984 StudentsLive
Dr. Marily NikaThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes569 StudentsLive
Stella LiuAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes285 StudentsLive
Glenn VanderlindenDevelop North Star Metrics with AI
·Jun 12·60 minutes468 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerAgent Evals 101: Best Practices for AI Product Teams
·Jun 16·45 minutes183 StudentsLive
Vinay Goel and Ken Kutyn💭 Turn Data and AI Into Stories People Actually Remember
·Jun 12·30 minutes213 StudentsLive
Gulrez KhanNorth Star Metrics for AI Agents
·Jun 9·45 minutes308 StudentsLive
Sandhya Hegde and Justin BauerDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes272 StudentsLive
Matthew Brandt (Matty)Crack Your Data Science Interviews
·Jun 5·3 lessons281 StudentsLive
Manisha AroraRAG and LLM Fine-Tuning
·30 minutes2,183 StudentsWatch
Dan Becker and Hamel HusainSpec Stacking & Software Factories
·45 minutes136 StudentsWatch
Amir Feizpour and Owen ZanzalUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes148 StudentsLive
Abi AwomosuRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,031 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanHow to Setup Evals For Agents
·30 minutes1,676 StudentsWatch
Harrison Chase, Hamel Husain, andBuilding Enterprise RAG Solutions
·30 minutes1,377 StudentsWatch
Hamza FarooqFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes95 StudentsLive
Nicky Bell, PhDStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes52 StudentsLive
Shreya Shankar and Hamel HusainBuilding SQL AI Agents
·90 minutes2,722 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,308 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarRoot Cause Analysis in Claude Code
·60 minutes843 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes133 StudentsLive
Amir Feizpour and Hugo MailhotAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes41 StudentsLive
Amir Feizpour and Percy (Boqi) ChenYour first quant analysis in Claude Code
·30 minutes122 StudentsWatch
Ruby PryorClaude Code for User Insights: What Agents Can Do
·30 minutes919 StudentsWatch
Caitlin SullivanEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes784 StudentsWatch
Hamza FarooqCracking A/B Testing Interviews
·Jun 12·45 minutes45 StudentsLive
Siddarth RCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes241 StudentsWatch
Nicky Bell, PhDAI-Native Product Management Certification
·May 25·7 lessons28 StudentsLive
Dr. Marily NikaYour Complete Guide to Become NVIDIA Certified
·45 minutes521 StudentsWatch
Ashish PrajapatiAgentic RAG from Scratch
·30 minutes229 StudentsWatch
Raul Salles de Padua and Can TemizyurekHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes29 StudentsLive
Siddarth R"I don't use RAG, I just retrieve documents"
·30 minutes5,649 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarContext Engineering for AI Agents
·30 minutes919 StudentsWatch
Hugo Bowne-Anderson and John BerrymanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes858 StudentsWatch
Mahesh YadavClaude Code for Research: Agents, Skills & Commands
·30 minutes532 StudentsWatch
John Whalen, PhDBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes479 StudentsWatch
Meri NovaClaude Code for Research: Agents, Skills & Commands
·30 minutes458 StudentsWatch
John Whalen, PhDBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes354 StudentsWatch
Gui Diaz-BerrioWhere are teams going wrong with search?
·60 minutes101 StudentsWatch
Doug Turnbull and Trey GraingerRun Eval Loops and Guardrails for Cursor Agents
·30 minutes83 StudentsWatch
Carmelo IariaFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes33 StudentsLive
Lance Rubin and Paul BarnhurstCross-encoders: An End-to-end Guide
·Jun 17·60 minutes23 StudentsLive
Radu Gheorghe and Trey GraingerDecoding Data Science Roles
·Jun 5·45 minutes13 StudentsLive
Siddarth RAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,017 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskAI Careers in 2025+ : What No One's Telling You
·30 minutes669 StudentsWatch
Abi AryanAnalyze Metric Trade-offs in Claude Code
·60 minutes639 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild your first quantum support vector machine
·45 minutes337 StudentsWatch
Dr. Muhammad Faryad2026 will be the year of agentic search
·60 minutes275 StudentsWatch
Jo Kristian Bergum and Doug TurnbullWhat happens when you make an LLM call?
·45 minutes233 StudentsWatch
Abi AryanEvals in Action With Arize
·45 minutes202 StudentsWatch
Laurie VossCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes115 StudentsWatch
Doug TurnbullData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha NamuduriBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,154 StudentsWatch
Mahesh YadavThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,831 StudentsWatch
Bryan Bischof and Ayush ChaurasiaEvals for Everyone
·3 lessons2,196 StudentsWatch
Aishwarya & KiritiHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,081 StudentsWatch
Jim Blomo and Hamel HusainUnderstand GenAI in 3 Key Patterns
·30 minutes773 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukClaude Code for Research: Agents, Skills & Commands
·30 minutes739 StudentsWatch
John Whalen, PhDOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes687 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes670 StudentsWatch
Dr. Raj DandekarVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes634 StudentsLive
Shane ButlerFrom Raw Data to Automated Insights with AI Agents
·30 minutes536 StudentsWatch
Manisha Arora and Siddarth RFinetuning LLM for Language Translation
·30 minutes516 StudentsWatch
Manisha Arora and Siddarth RMaster Evaluation Techniques for LLM Apps
·30 minutes413 StudentsWatch
Haroon ChouderyAutomate Insight Generation Using AI Agents
·30 minutes386 StudentsWatch
Siddarth RanganathanLong-Context: RAG is Dead, Long Live RAG
·30 minutes383 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukUpskilling in AI as a Data Scientist
·30 minutes325 StudentsWatch
Manisha AroraCheat at Search Essentials
·3 lessons269 StudentsWatch
Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes232 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes216 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullContext Engineering: Building Smarter AI Systems
·45 minutes199 StudentsWatch
Jyothi NookulaDense Vector Retrieval
·30 minutes175 StudentsWatch
Raul Salles de Padua and Can TemizyurekHow to Become a Machine Learning Engineer in 2026
·30 minutes128 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaCheat at Search Essentials: Embedding Retrieval
·60 minutes97 StudentsWatch
Doug TurnbullEngineer Effective Context Systems
·30 minutes53 StudentsWatch
Carmelo IariaWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes15 StudentsLive
Dheeraj SaxenaMastering RAG-based systems for software engineers
·Jun 20·45 minutes1 StudentLive
Gaurav SenReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarWhy Devin does not use multi agents
·60 minutes2,440 StudentsWatch
Jason Liu and Walden YanBuilding Effective AI-Powered Data Pipelines
·60 minutes2,110 StudentsWatch
Shreya ShankarUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,750 StudentsWatch
Mahesh YadavCracking A/B Testing Interviews
·30 minutes1,728 StudentsWatch
Siddarth R and Banani MohapatraSQL Toolkit for Data Engineering
·30 minutes1,723 StudentsWatch
David FreitagSQL Toolkit for Data Engineering
·30 minutes1,670 StudentsWatch
David FreitagError 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 HongYou Don't Need a Graph DB
·45 minutes1,164 StudentsWatch
Jo Kristian Bergum and Hamel HusainCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinBuild a vector database from scratch
·60 minutes1,079 StudentsWatch
Doug Turnbull and John BerrymanThe 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 minutes909 StudentsWatch
Doug TurnbullSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes862 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 minutes799 StudentsWatch
Jason Liu and Skylar PayneTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownLearning Crucial Math for AI
·Jul 10·60 minutes733 StudentsLive
Claire LongoGetting 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 MuellerBuild Your Own Eval Tools With Notebooks!
·45 minutes612 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes596 StudentsWatch
Daliana Liu and Damien BenevesteCreate an AI Data Analyst
·45 minutes548 StudentsWatch
Jacob BankGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes545 StudentsWatch
Jason Liu and Manav RathodBuild 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 EskildsenBuilding 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 LidenSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes458 StudentsWatch
Enrico BertiniHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes435 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes429 StudentsWatch
Jason Liu and Eli BadgioHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes424 StudentsWatch
Jason Liu and Hamish OgilvyA Day of AI Engineer
·45 minutes420 StudentsWatch
Alexey GrigorevDemystifying 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 XingBuilding Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullBuild and Deploy Projects with Streamlit Cloud
·30 minutes360 StudentsWatch
Siddarth RanganathanBuilding 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 TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 StudentsWatch
Doug TurnbullEvaluate the quality and accuracy of AI insights
·30 minutes332 StudentsWatch
Ann ConwayMemory for LLM Agents: From Context to Durable State
·60 minutes332 StudentsWatch
Amir Feizpour and Suhas PaiUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenTrain Your Own AI Models from Scratch
·60 minutes311 StudentsWatch
Nejc Susec and Luka TislerUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes310 StudentsWatch
Patrick HallBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliExploring Modern AI Search
·6 lessons285 StudentsWatch
AI-Powered SearchMastering text-to-SQL: how to generate accurate queries
·30 minutes282 StudentsWatch
George XingUnlock Data Science Job Opportunities
·30 minutes266 StudentsWatch
Manisha AroraUnderstanding Innovations leading up to DeepSeek R1
·45 minutes262 StudentsWatch
Amir Feizpour and Suhas PaiBeyond chunks - how to actually data model for RAG
·60 minutes260 StudentsWatch
Radu Gheorghe and Doug TurnbullUnderrated: Elasticsearch for vector search + AI
·45 minutes257 StudentsWatch
Doug Turnbull and Philipp KrennCheat at Search Essentials: Vectors and Embeddings
·60 minutes257 StudentsWatch
Doug TurnbullSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooAI Bootcamp Demo Day
·60 minutes250 StudentsWatch
Alexey GrigorevRAG isn't a vector search problem
·60 minutes250 StudentsWatch
John Berryman and Doug TurnbullEvals for Voice AI: Learnings from Google Evals Team
·30 minutes242 StudentsWatch
Ravin KumarBuild Quantum Neural Networks in Qiskit
·45 minutes240 StudentsWatch
Dr. Muhammad FaryadData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke Igel