Cohort-based courses
Guided programs to get real results.
Scratch to Scale: Real-World HPC Training
4.7
·7 weeks·Sep 14 – Oct 31
Zachary MuellerHead of Developer Relations @ Lambda
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Oct 19 – Dec 13
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
Machine Learning for Trading: From Research to Production
NEW·11 weeks·Sep 16 – Dec 2
Stefan JansenML for Trading · Applied AI · Since 2013
Private & Local AI for Healthcare: 2 Day Hands-On Workshop
4.9
·2 days·Sep 1 – Sep 2
Eric Just25+ Years Data, Analytics & AI
AI Inference Engineering & Systems Design
5.0
·8 weeks·Oct 10 – Dec 5
Abi AryanComputer Scientist, ML Engineer & Author
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·Sep 1 – Sep 26
Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
AI Problem Framing for AI Practitioners
4.9
·4 weeks·Sep 5 – Oct 2
Rajiv ShahAI Engineer with 10+ years of experience
Applied Quantum Machine Learning using Qiskit
4.8
·3 weeks·Sep 29 – Oct 22
Dr. Muhammad FaryadTier-2 IBM Qiskit Advocate
AI-Assisted Coding for Data Scientists
NEW·4 weeks·Oct 13 – Nov 8
Gabriela de Queiroz Director of AI | Ex-Microsoft, IBM
Catherine Nelson 2x O'Reilly Author | Former Principal DS
LiDAR Point Clouds Processing in QGIS
5 days·Sep 1 – Sep 5
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Abderrazzaq KharroubiPhD in Geomatics · LiDAR & AI Specialist
Master IFRS 9 Credit Risk Modelling
1.0
·2 weeks·Sep 12 – Sep 27
Nitin KumarMaster IFRS 9 Credit Risk Modelling
AI Inference for FDE and PM Roles
NEW·4 weeks·Sep 5 – Oct 4
Abi AryanComputer Scientist, ML Engineer & Author
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
From Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·60 minutes380 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukBuild Your Own LLM From Scratch (Actually Understand AI)
·Sep 3·60 minutes337 StudentsLive
Priyanka VergadiaUnsupervised Quantum Machine Learning
·60 minutes607 StudentsWatch
Dr. Muhammad FaryadTurn Eval Results Into a Better Model
·45 minutes468 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainDeploy ML Models from Lab to Production
·30 minutes163 StudentsWatch.jpg&w=1536&q=75)
Akshika WijesundaraManaging Your Strategy Research Process
·Sep 2·30 minutes128 StudentsLive
Stefan JansenDeploy ML Models from Lab to Production
·Sep 9·30 minutes15 StudentsLiveAkshika WijesundaraNavigate ML for Trading, 3rd Edition
·30 minutes167 StudentsWatch
Stefan JansenBuild a vector database from scratch
·60 minutes1,102 StudentsWatch
Doug Turnbull and John BerrymanStop picking embedding models off the MTEB leaderboard
·30 minutes172 StudentsWatch
Radu Gheorghe and Hamel HusainTraining Agents with Reinforcement Learning
·60 minutes764 StudentsWatch
Will BrownHow to choose an OCR Model
·45 minutes312 StudentsWatch
Joe Barrow and Hamel HusainDeploy ML Models from Lab to Production
·30 minutes484 StudentsWatchAkshika WijesundaraA Day of AI Engineer
·45 minutes438 StudentsWatch
Alexey GrigorevHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes696 StudentsWatch
Zach MuellerWhat happens when you make an LLM call?
·45 minutes349 StudentsWatch
Abi AryanHow to Become a Machine Learning Engineer in 2026
·30 minutes136 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaThe Distributed Training Taxonomy: DP, PP, and more
·45 minutes109 StudentsWatch
Zach MuelllerFine-tuning Small Language Models: dataset to deployment
·30 minutes96 StudentsWatch
Hamid BagheriHow to Scale Your Leadership
·30 minutes508 StudentsWatch
Danielle Tye | Founder, Activate EdgeVector search from zero to production at GitHub
·60 minutes373 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullMaster Claude Code for Data Scientists & Leaders
·60 minutes357 StudentsWatch
Sai Kumar Bysani, Karun Thankachan, and Dr. Aki WijesundaraA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes265 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullCross-encoders: An End-to-end Guide
·60 minutes234 StudentsWatchRadu Gheorghe and Trey GraingerOptimizing Multimodal Vector Search for E-commerce
·60 minutes187 StudentsWatch
Philippe Bouzaglou and Trey GraingerWhy High-Level Training Frameworks are a Crutch (Part 1)
·30 minutes175 StudentsWatch
Zach Muellernbdistributed: Native torch.distributed in Jupyter Notebooks
·60 minutes138 StudentsWatch
Zach MuellerFrom trading idea to validated strategy
·30 minutes127 StudentsWatch
Stefan JansenOn-Device LLMs: Ship Models to the Edge in 2026
·30 minutes64 StudentsWatch
Ehsan GazarMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes28 StudentsWatch.jpg&w=1536&q=75)
Mirza Rahim BaigUnderstand the foundation of AGI : Transformers for PM's
·30 minutes1,877 StudentsWatch
Mahesh YadavUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,751 StudentsWatch
Mahesh YadavNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaOpen-source AI with Hugging Face
·30 minutes1,016 StudentsWatch
Julien SimonDemystifying Neural Networks — From Basics to Breakthroughs
·45 minutes1,003 StudentsWatch
Mahesh YadavPractical NLP with LLMs: From Messy Text to Value
·60 minutes597 StudentsWatch
Doug Turnbull and Alexey GrigorevGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes549 StudentsWatch
Jason Liu and Manav RathodYour Complete Guide to Become NVIDIA Certified
·45 minutes542 StudentsWatch
Ashish PrajapatiFinetuning LLM for Language Translation
·30 minutes520 StudentsWatch
Manisha Arora and Siddarth RDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes418 StudentsWatch
Yayun Jin, Ph.D.Rise of the SLMs: The inevitable future of Language models
·30 minutes355 StudentsWatch
Mahesh YadavUpskilling in AI as a Data Scientist
·30 minutes333 StudentsWatch
Manisha AroraUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes314 StudentsWatch
Patrick HallTrain Your Own AI Models from Scratch
·60 minutes312 StudentsWatch
Nejc Susec and Luka TislerBuild an AI powered recommendation system (in one hour)
·60 minutes306 StudentsWatch
Shreyans BhansaliUnderstanding Innovations leading up to DeepSeek R1
·45 minutes262 StudentsWatch
Amir Feizpour and Suhas PaiPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes197 StudentsWatch
Piotr Kobziakowski and Trey GraingerDense Vector Retrieval
·30 minutes188 StudentsWatch
Raul Salles de Padua and Can TemizyurekHow to Make High-Level Frameworks Work For You (Part 3)
·30 minutes187 StudentsWatch
Zach MuellerWhy Low-Level Training Frameworks Save Us (Part 2)
·30 minutes178 StudentsWatch
Zach MuellerNavigating MLOps with Databricks
·30 minutes167 StudentsWatch
Maria Vechtomova and Başak EskiliSpec Stacking & Software Factories
·45 minutes163 StudentsWatch
Amir Feizpour and Owen ZanzalEvaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·45 minutes162 StudentsWatch
Amir Feizpour and Tara AzinPyTorch Hooks from A to `full_backward_hook`
·45 minutes154 StudentsWatch
Zach MuellerAI for forecasting: foundations models, hype & best practice
·60 minutes139 StudentsWatch
Franz KiralyHow to Utilize a Cluster: All About SLURM
·45 minutes131 StudentsWatch
Zach MuellerHow to Design a Metrics-First Recommender System
·60 minutes128 StudentsWatch
Katerina ZanosUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes127 StudentsWatch
Patrick HallKickstart Your Recommender System
·60 minutes97 StudentsWatch
Katerina ZanosExploring Open-Source Multi-Agent Frameworks for ML Research
·45 minutes95 StudentsWatch
Amir Feizpour and Mykola BurynokBuild a Machine Learning Model with Claude in 15 Minutes
·30 minutes83 StudentsWatch
Dr. Nicole RadziwillLLMs Empowering RL Agents
·45 minutes71 StudentsWatch
Amir Feizpour and Matthew TaylorBuilding Real World AI-Enabled Features Into Your .NET Apps
·60 minutes54 StudentsWatch
Spencer SchneidenbachIs Your LLM Task Worth Fine-Tuning?
·45 minutes51 StudentsWatch
Daniel Voigt GodoyBuild Your First ML Model with Python and GenAI
·120 minutes39 StudentsWatch
Mirza Rahim BaigLearn To Work With Open Models To Run Free Coding Agents
·45 minutes39 StudentsWatch.png&w=1536&q=75)
Sol FarahmandComfyUI Demo: Product Model Training & 3D Dataset Control
·60 minutes22 StudentsWatch
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Dario van Houwelingen, Nejc Susec, and Luka TislerMultimodal RAG for Product Catalogs
·30 minutes19 StudentsWatch
Aki Wijesundara and Manu JayawardanaMultimodal RAG: Search Images, Tables, and Text
·30 minutes17 StudentsWatchAki Wijesundara and Manu JayawardanaData Science Demystified
·30 minutes15 StudentsWatch
Savitha NamuduriData Science Demystified June Session
·30 minutes11 StudentsWatchSavitha NamuduriBuild Your First Simulation Environment for Evals & RL
·Sep 4·60 minutesLive
Aman Khan and Tal Raviv