Cohort-based courses
Guided programs to get real results.
AI Inference Engineering & Systems Design
4.8
·8 weeks·Oct 24 – Dec 19
Abi AryanComputer Scientist, ML Engineer & Author
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Oct 19 – Dec 13
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
Kernel Engineering: From CUDA Foundations to Frontier AI Kernels
NEW·8 weeks·Oct 11 – Dec 6
Dr. Raj Dandekar Lead Instructor | MIT PhD
+ Dr. Sreedath Panat, Dr. Rajat Dandekar, and Shubham Panchal
Forecasting Systems: Scale, Shift, Trust
NEW·3 weeks·Nov 30 – Dec 18
Bartosz SzabłowskiData scientist specializing in forecast
ML for Trading: Foundations
NEW
Stefan JansenAuthor of Machine Learning for Trading
vLLM & SGLang Engineering: End-to-End LLM Serving
NEW·5 weeks·Nov 9 – Dec 16
Dr. Sreedath Panat MIT PhD | Vizuara Co-founder
+ Dr. Rajat Dandekar and Dr. Raj Dandekar
Applied Conformal Prediction
4.7
·3 weeks·Feb 1 – Feb 19
Valeriy ManokhinConformal Prediction Expert, PhD, Author
AI Career Residency: From Skills to Impact
19 weeks·Jan 16 – May 29
Mohammad Arshad AhmadCEO & Founder, Decoding Data Science
AI for LiDAR Point Cloud Classification
5.0
·2 weeks·Nov 2 – Nov 14
Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
AI Problem Framing for AI Practitioners
4.9
·4 weeks·Jan 3 – Jan 30
Rajiv ShahAI Engineer with 10+ years of experience
LiDAR Point Clouds Processing in QGIS
5.0
·6 days·Nov 2 – Nov 7.jpg&w=256&q=75)
Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
Privacy-First AI Systems for Healthcare: From Foundations to Agents
4.9
·2 days·Dec 8 – Dec 9
Eric Just25+ Years Data, Analytics & AI
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
🏗️ Build a Model: Pre-Training and GPU Clusters
·Nov 3·60 minutes309 StudentsLive
Priyanka VergadiaScaling Late Interaction in OpenSearch with MUVERA
·Oct 20·60 minutes81 StudentsLive
Praveen Mohan Prasad, Trey Grainger, and Doug TurnbullBuilding topk-embed-v1: frontier multi-vector embeddings
·Oct 22·60 minutes89 StudentsLive
Marek Galovic, Doug Turnbull, and Trey GraingerJev: AI That Just Decides
·45 minutes711 StudentsWatch
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Amir Feizpour and Suhas PaiYou're Already Building a Recommender
·Oct 16·60 minutes31 StudentsLive
Katerina Zanos🚀 Launch a Model: Evals, Inference, and Deployment
·Nov 11·60 minutes25 StudentsLivePriyanka VergadiaAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·Nov 4·75 minutes19 StudentsLive
Doug Turnbull and Trey GraingerWhat happens when you make an LLM call?
·45 minutes406 StudentsWatch
Abi AryanBuild Your Own LLM From Scratch (Actually Understand AI)
·60 minutes940 StudentsWatchPriyanka VergadiaTurn AI Papers Into Product Decisions
·Nov 4·30 minutes14 StudentsLive
Yuyan (Yolanda) ChenTurn Eval Results Into a Better Model
·45 minutes532 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainTraining Agents with Reinforcement Learning
·60 minutes780 StudentsWatch
Will BrownFrom Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·60 minutes464 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukNavigate ML for Trading, 3rd Edition
·30 minutes186 StudentsWatch
Stefan JansenHow to choose an OCR Model
·45 minutes329 StudentsWatch
Joe Barrow and Hamel HusainThe Distributed Training Taxonomy: DP, PP, and more
·45 minutes112 StudentsWatch
Zach MuelllerBuild Your First Simulation Environment for Evals & RL
·Oct 16·60 minutes29 StudentsLive
Aman Khan and Eric XiaoBuild a vector database from scratch
·60 minutes1,109 StudentsWatch
Doug Turnbull and John BerrymanA Day of AI Engineer
·45 minutes442 StudentsWatch
Alexey GrigorevVector search from zero to production at GitHub
·60 minutes378 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullRise of the SLMs: The inevitable future of Language models
·30 minutes359 StudentsWatch
Mahesh YadavUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes315 StudentsWatch
Patrick HallA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes277 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullCross-encoders: An End-to-end Guide
·60 minutes238 StudentsWatch
Radu Gheorghe and Trey Grainger