Cohort-based courses
Guided programs to get real results.
AI Inference Engineering & Systems Design
4.8
·9 weeks·Feb 5 – Apr 7
Abi AryanComputer Scientist, ML Engineer & Author
vLLM & SGLang Engineering: End-to-End LLM Serving
NEW·7 weeks·Nov 10 – Dec 25
Dr. Sreedath Panat MIT PhD | Vizuara Co-founder
+ Dr. Rajat Dandekar and Dr. Raj Dandekar
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Jan 18 – Mar 14
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
Forecasting Systems: Scale, Shift, Trust
NEW·3 weeks·Nov 30 – Dec 18
Bartosz SzabłowskiData scientist specializing in forecast
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 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
·5 days·Nov 9 – Nov 14.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
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
ML for Trading: Foundations
NEW
Stefan JansenAuthor of Machine Learning for Trading
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
Fine-tuning intro for practitioners and the curious
·75 minutes348 StudentsWatch
Nikalina Ogorodova🏗️ Build a Model: Pre-Training and GPU Clusters
·Nov 3·60 minutes646 StudentsLive
Priyanka Vergadia🚀 Launch a Model: Evals, Inference, and Deployment
·Nov 11·60 minutes219 StudentsLivePriyanka Vergadia⚙️ Tailor a Model: Fine-Tuning, LoRA, and Quantization
·Nov 9·60 minutes165 StudentsLivePriyanka VergadiaBuild an ML for Trading Research Workflow with AI Agents
·Nov 18·30 minutes44 StudentsLive
Stefan JansenBuilding topk-embed-v1: frontier multi-vector embeddings
·60 minutes136 StudentsWatch
Marek Galovic, Doug Turnbull, and Trey GraingerScaling Late Interaction in OpenSearch with MUVERA
·60 minutes130 StudentsWatch
Praveen Mohan Prasad, Trey Grainger, and Doug TurnbullBuild Your First Simulation Environment for Evals & RL
·60 minutes424 StudentsWatch
Aman Khan and Eric Xiao🧑🏫 Teach a Model: Post-Training, RLHF, and Reasoning
·Nov 6·60 minutes80 StudentsLivePriyanka VergadiaAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·Nov 4·75 minutes43 StudentsLive
Doug Turnbull and Trey GraingerFine-Tune Open Models Without Running GPU Ops: Crusoe
·Nov 16·60 minutes56 StudentsLive
Priyanka Vergadia and Piyush KadamBuild Your Own LLM From Scratch (Actually Understand AI)
·60 minutes951 StudentsWatchPriyanka VergadiaUnsupervised Quantum Machine Learning
·60 minutes642 StudentsWatch
Dr. Muhammad FaryadTurn Eval Results Into a Better Model
·45 minutes538 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainWhat happens when you make an LLM call?
·45 minutes427 StudentsWatch
Abi AryanTrain your Own Decision Model
·Nov 9·60 minutes4 StudentsLive
Nish Tahir, Doug Turnbull, and Trey GraingerHow to choose an OCR Model
·45 minutes333 StudentsWatch
Joe Barrow and Hamel HusainTurn AI Papers Into Product Decisions
·Nov 4·30 minutes19 StudentsLive
Yuyan (Yolanda) ChenJev: AI That Just Decides
·45 minutes715 StudentsWatch
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Amir Feizpour and Suhas PaiFinetuning LLM for Language Translation
·30 minutes525 StudentsWatch
Manisha Arora and Siddarth RFrom Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·60 minutes467 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukVector search from zero to production at GitHub
·60 minutes381 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullOptimizing Multimodal Vector Search for E-commerce
·60 minutes194 StudentsWatch
Philippe Bouzaglou and Trey GraingerNavigate ML for Trading, 3rd Edition
·30 minutes188 StudentsWatch
Stefan Jansen