Cohort-based courses
Guided programs to get real results.
AI Inference Engineering & Systems Design
5.0
·8 weeks·Jul 18 – Sep 12
Abi AryanComputer Scientist, ML Engineer & Author
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Jun 22 – Aug 16Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
Machine Learning for Trading: From Research to Production
NEW·8 weeks·Jul 6 – Aug 29

Stefan JansenML for Trading · Applied AI · Since 2013
AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop
NEW·2 days·Jul 14 – Jul 15

Eric Just25+ Years Data, Analytics & AI
Applied Quantum Machine Learning using Qiskit
4.5
·3 weeks·Jun 16 – Jul 9
Dr. Muhammad FaryadTier-2 IBM Qiskit Advocate
LiDAR Point Clouds Processing in QGIS
NEW·7 days·Jun 21 – Jun 28
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Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
Applied Conformal Prediction
4.7
·3 weeks·Sep 14 – Oct 2
Valeriy ManokhinConformal Prediction Expert, PhD, Author
AI Career Residency: From Skills to Impact
19 weeks·Jul 11 – Nov 21

Mohammad Arshad AhmadCEO & Founder, Decoding Data Science
Production-Ready Recommenders for Media Products
5.0
·5 weeks·Jun 24 – Jul 27
Katerina ZanosPrincipal ML Engineer @ Disney, ex-Meta
AI Inference for Forward Deployed Engineering Roles
NEW·4 weeks·Sep 2 – Sep 27

Abi AryanComputer Scientist, ML Engineer & Author
Free Lightning Lessons
Interactive sessions to explore new topics.
Why We Embed Documents, and Why You Should Go Multi-Vector
·Jun 23·60 minutes276 StudentsLive
Ben Clavié and Hamel HusainVector search from zero to production at GitHub
·Jun 24·60 minutes213 StudentsLive
David Tippett, Trey Grainger, and Doug TurnbullCross-encoders: An End-to-end Guide
·Jun 17·60 minutes135 StudentsLive
Radu Gheorghe and Trey GraingerHow to Scale Your Leadership
·Jun 26·30 minutes476 StudentsLive
Danielle Tye | Founder, Activate EdgeWhat happens when you make an LLM call?
·45 minutes258 StudentsWatch
Abi AryanIs Your LLM Task Worth Fine-Tuning?
·Jun 26·45 minutes13 StudentsLive
Daniel Voigt GodoyFrom trading idea to validated strategy
·Jun 24·30 minutes6 StudentsLive
Stefan JansenBuild Quantum Neural Networks in Qiskit
·45 minutes247 StudentsWatch
Dr. Muhammad FaryadDense Vector Retrieval
·30 minutes179 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI for forecasting: foundations models, hype & best practice
·60 minutes136 StudentsWatch
Franz KiralyKickstart Your Recommender System
·60 minutes91 StudentsWatch
Katerina ZanosHow to choose an OCR Model
·Jul 7·45 minutes3 StudentsLive
Joe Barrow, Isaac Flath, and Hamel HusainBuild a vector database from scratch
·60 minutes1,082 StudentsWatch
Doug Turnbull and John BerrymanDemystifying Neural Networks — From Basics to Breakthroughs
·45 minutes1,002 StudentsWatch
Mahesh YadavYour Complete Guide to Become NVIDIA Certified
·45 minutes527 StudentsWatch
Ashish PrajapatiA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes244 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullOptimizing Multimodal Vector Search for E-commerce
·60 minutes175 StudentsWatch
Philippe Bouzaglou and Trey GraingerUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,751 StudentsWatch
Mahesh YadavHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes691 StudentsWatch
Zach MuellerPractical NLP with LLMs: From Messy Text to Value
·60 minutes596 StudentsWatch
Doug Turnbull and Alexey GrigorevGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes546 StudentsWatch
Jason Liu and Manav RathodDeploy ML Models from Lab to Production
·30 minutes476 StudentsWatch
Akshika WijesundaraBuild your first quantum support vector machine
·45 minutes339 StudentsWatch
Dr. Muhammad FaryadSpec Stacking & Software Factories
·45 minutes158 StudentsWatch
Amir Feizpour and Owen ZanzalHow to Become a Machine Learning Engineer in 2026
·30 minutes129 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaBuilding Real World AI-Enabled Features Into Your .NET Apps
·60 minutes54 StudentsWatch
Spencer SchneidenbachMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes19 StudentsWatch
Mirza Rahim BaigUnderstand the foundation of AGI : Transformers for PM's
·30 minutes1,876 StudentsWatch
Mahesh YadavNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaOpen-source AI with Hugging Face
·30 minutes1,015 StudentsWatch
Julien SimonTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownFinetuning LLM for Language Translation
·30 minutes516 StudentsWatch
Manisha Arora and Siddarth RA Day of AI Engineer
·45 minutes424 StudentsWatch
Alexey GrigorevDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes416 StudentsWatch
Yayun Jin, Ph.D.Rise of the SLMs: The inevitable future of Language models
·30 minutes348 StudentsWatch
Mahesh YadavUpskilling in AI as a Data Scientist
·30 minutes329 StudentsWatch
Manisha AroraUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes311 StudentsWatch
Patrick HallTrain Your Own AI Models from Scratch
·60 minutes311 StudentsWatch
Nejc Susec and Luka TislerBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliUnderstanding Innovations leading up to DeepSeek R1
·45 minutes262 StudentsWatch
Amir Feizpour and Suhas PaiPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes194 StudentsWatch
Piotr Kobziakowski and Trey GraingerHow to Make High-Level Frameworks Work For You (Part 3)
·30 minutes186 StudentsWatch
Zach MuellerWhy Low-Level Training Frameworks Save Us (Part 2)
·30 minutes178 StudentsWatch
Zach MuellerWhy High-Level Training Frameworks are a Crutch (Part 1)
·30 minutes174 StudentsWatch
Zach MuellerNavigating MLOps with Databricks
·30 minutes164 StudentsWatch
Maria Vechtomova and Başak EskiliPyTorch Hooks from A to `full_backward_hook`
·45 minutes153 StudentsWatch
Zach Muellernbdistributed: Native torch.distributed in Jupyter Notebooks
·60 minutes137 StudentsWatch
Zach MuellerHow to Utilize a Cluster: All About SLURM
·45 minutes130 StudentsWatch
Zach MuellerUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes127 StudentsWatch
Patrick HallHow to Design a Metrics-First Recommender System
·60 minutes123 StudentsWatch
Katerina ZanosThe Distributed Training Taxonomy: DP, PP, and more
·45 minutes106 StudentsWatch
Zach MuelllerExploring Open-Source Multi-Agent Frameworks for ML Research
·45 minutes92 StudentsWatch
Amir Feizpour and Mykola BurynokFine-tuning Small Language Models: dataset to deployment
·30 minutes89 StudentsWatch
Hamid BagheriLLMs Empowering RL Agents
·45 minutes70 StudentsWatch
Amir Feizpour and Matthew TaylorBuild Your First ML Model with Python and GenAI
·120 minutes38 StudentsWatch
Mirza Rahim BaigComfyUI Demo: Product Model Training & 3D Dataset Control
·60 minutes17 StudentsWatch
Dario van Houwelingen, Nejc Susec, and Luka TislerData Science Demystified
·30 minutes15 StudentsWatch
Savitha NamuduriData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha Namuduri