Cohort-based courses
Guided programs to get real results.
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Oct 19 – Dec 13
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
AI Inference Engineering & Systems Design
5.0
·8 weeks·Oct 10 – Dec 5
Abi AryanComputer Scientist, ML Engineer & Author
ML for Trading: Foundations
NEW
Stefan JansenAuthor of Machine Learning for Trading
Privacy-First AI Systems for Healthcare: From Foundations to Agents
5.0
·2 days·Sep 22 – Sep 23
Eric Just25+ Years Data, Analytics & AI
AI Career Residency: From Skills to Impact
19 weeks·Oct 10 – Feb 20
Mohammad Arshad AhmadCEO & Founder, Decoding Data Science
AI for LiDAR Point Cloud Classification
5.0
·4 weeks·Oct 5 – Oct 30
Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
Become a Quantum ML Engineer: Build QML Models on Real Datasets in Qiskit
4.8
·3 weeks·Nov 3 – Nov 26
Dr. Muhammad FaryadTier-2 IBM Qiskit Advocate
LiDAR Point Clouds Processing in QGIS
5.0
·6 days·Oct 5 – Oct 10.jpg&w=256&q=75)
Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
1-day workshops
Short, focused sessions to build specific skills.
Optimize Your Stock Portfolio on a Real Quantum Computer
4.9
·2 hours·Sep 29
Dr. Muhammad FaryadTier-2 IBM Qiskit Advocate
Fine-Tuning Open-Weight LLMs for Engineers
NEW·5 hours·Oct 15
Daniel Voigt GodoyInstructor @ Linux Foundation/DSR
ML for Trading in the Age of AI Agents
NEW·4 hours·Oct 10
Stefan JansenML for Trading · Applied AI · Since 2013
Free Lightning Lessons
Interactive sessions to explore new topics.
Build Your Own LLM From Scratch (Actually Understand AI)
·60 minutes870 StudentsWatch
Priyanka VergadiaHow AI Agents Change the ML for Trading Workflow
·Oct 7·30 minutes39 StudentsLive
Stefan JansenTurn Eval Results Into a Better Model
·45 minutes509 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainWhat happens when you make an LLM call?
·45 minutes366 StudentsWatch
Abi AryanFrom Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·60 minutes451 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes270 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullUnsupervised Quantum Machine Learning
·60 minutes625 StudentsWatch
Dr. Muhammad FaryadVector search from zero to production at GitHub
·60 minutes376 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullNavigate ML for Trading, 3rd Edition
·30 minutes180 StudentsWatch
Stefan JansenBuild Your First Simulation Environment for Evals & RL
·Sep 18·60 minutes23 StudentsLive
Aman Khan and Tal RavivUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,753 StudentsWatch
Mahesh YadavDemystifying Neural Networks — From Basics to Breakthroughs
·45 minutes1,006 StudentsWatch
Mahesh YadavTraining Agents with Reinforcement Learning
·60 minutes769 StudentsWatch
Will BrownHow to choose an OCR Model
·45 minutes320 StudentsWatch
Joe Barrow and Hamel HusainNavigating MLOps with Databricks
·30 minutes170 StudentsWatch
Maria Vechtomova and Başak EskiliDeploy ML Models from Lab to Production
·30 minutes84 StudentsWatch.jpg&w=1536&q=75)
Akshika WijesundaraBuild a vector database from scratch
·60 minutes1,106 StudentsWatch
Doug Turnbull and John BerrymanPractical NLP with LLMs: From Messy Text to Value
·60 minutes599 StudentsWatch
Doug Turnbull and Alexey GrigorevFinetuning LLM for Language Translation
·30 minutes522 StudentsWatch
Manisha Arora and Siddarth RCross-encoders: An End-to-end Guide
·60 minutes235 StudentsWatch
Radu Gheorghe and Trey GraingerStop picking embedding models off the MTEB leaderboard
·30 minutes178 StudentsWatch
Radu Gheorghe and Hamel HusainWhy High-Level Training Frameworks are a Crutch (Part 1)
·30 minutes176 StudentsWatch
Zach MuellerEvaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·45 minutes163 StudentsWatch
Amir Feizpour and Tara AzinAI for forecasting: foundations models, hype & best practice
·60 minutes141 StudentsWatch
Franz Kiraly