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Teach on Maven
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Teach on Maven
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Cohort-based courses

Guided programs to get real results.

AI Inference Engineering & Systems Design

5.0
·8 weeks·Jul 18 – Sep 12
Abi Aryan Computer Scientist, ML Engineer & Author

End-to-End AI Engineering Bootcamp

4.9
·8 weeks·Jun 22 – Aug 16
Aurimas Griciunas Founder @ SwirlAI • Ex CPO @ neptune.ai

Machine Learning for Trading: From Research to Production

NEW·8 weeks·Jul 6 – Aug 29
Stefan Jansen ML 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 Just 25+ Years Data, Analytics & AI

Applied Quantum Machine Learning using Qiskit

4.5
·3 weeks·Jun 16 – Jul 9
Dr. Muhammad Faryad Tier-2 IBM Qiskit Advocate

LiDAR Point Clouds Processing in QGIS

NEW·7 days·Jun 21 – Jun 28
Abderrazzaq Kharroubi PhD in Geomatics · LiDAR & AI Specialist

Applied Conformal Prediction

4.7
·3 weeks·Sep 14 – Oct 2
Valeriy Manokhin Conformal Prediction Expert, PhD, Author

AI Career Residency: From Skills to Impact

19 weeks·Jul 11 – Nov 21
Mohammad Arshad Ahmad CEO & Founder, Decoding Data Science

Production-Ready Recommenders for Media Products

5.0
·5 weeks·Jun 24 – Jul 27
Katerina Zanos Principal ML Engineer @ Disney, ex-Meta

AI Inference for Forward Deployed Engineering Roles

NEW·4 weeks·Sep 2 – Sep 27
Abi Aryan Computer Scientist, ML Engineer & Author

Free Lightning Lessons

Interactive sessions to explore new topics.
  • Why We Embed Documents, and Why You Should Go Multi-Vector

    Live
    ·Jun 23·60 minutes276 Students
    Ben Clavié and Hamel Husain
  • Vector search from zero to production at GitHub

    Live
    ·Jun 24·60 minutes213 Students
    David Tippett, Trey Grainger, and Doug Turnbull
  • Cross-encoders: An End-to-end Guide

    Live
    ·Jun 17·60 minutes135 Students
    Radu Gheorghe and Trey Grainger
  • How to Scale Your Leadership

    Live
    ·Jun 26·30 minutes476 Students
    Danielle Tye | Founder, Activate Edge
  • What happens when you make an LLM call?

    Watch
    ·45 minutes258 Students
    Abi Aryan
  • Is Your LLM Task Worth Fine-Tuning?

    Live
    ·Jun 26·45 minutes13 Students
    Daniel Voigt Godoy
  • From trading idea to validated strategy

    Live
    ·Jun 24·30 minutes6 Students
    Stefan Jansen
  • Build Quantum Neural Networks in Qiskit

    Watch
    ·45 minutes247 Students
    Dr. Muhammad Faryad
  • Dense Vector Retrieval

    Watch
    ·30 minutes179 Students
    Raul Salles de Padua and Can Temizyurek
  • AI for forecasting: foundations models, hype & best practice

    Watch
    ·60 minutes136 Students
    Franz Kiraly
  • Kickstart Your Recommender System

    Watch
    ·60 minutes91 Students
    Katerina Zanos
  • How to choose an OCR Model

    Live
    ·Jul 7·45 minutes3 Students
    Joe Barrow, Isaac Flath, and Hamel Husain
  • Build a vector database from scratch

    Watch
    ·60 minutes1,082 Students
    Doug Turnbull and John Berryman
  • Demystifying Neural Networks — From Basics to Breakthroughs

    Watch
    ·45 minutes1,002 Students
    Mahesh Yadav
  • Your Complete Guide to Become NVIDIA Certified

    Watch
    ·45 minutes527 Students
    Ashish Prajapati
  • A Bag-of-Documents Model for Query Understanding & Retrieval

    Watch
    ·60 minutes244 Students
    Daniel Tunkelang, Trey Grainger, and Doug Turnbull
  • Optimizing Multimodal Vector Search for E-commerce

    Watch
    ·60 minutes175 Students
    Philippe Bouzaglou and Trey Grainger
  • Understanding Neural Networks: Fundamentals to Innovations

    Watch
    ·45 minutes1,751 Students
    Mahesh Yadav
  • How to train your tiny MoE: Going from 60+ hours to 13

    Watch
    ·60 minutes691 Students
    Zach Mueller
  • Practical NLP with LLMs: From Messy Text to Value

    Watch
    ·60 minutes596 Students
    Doug Turnbull and Alexey Grigorev
  • Glean's Embedding Model for Enterprise-Adapted AI

    Watch
    ·60 minutes546 Students
    Jason Liu and Manav Rathod
  • Deploy ML Models from Lab to Production

    Watch
    ·30 minutes476 Students
    Akshika Wijesundara
  • Build your first quantum support vector machine

    Watch
    ·45 minutes339 Students
    Dr. Muhammad Faryad
  • Spec Stacking & Software Factories

    Watch
    ·45 minutes158 Students
    Amir Feizpour and Owen Zanzal
  • How to Become a Machine Learning Engineer in 2026

    Watch
    ·30 minutes129 Students
    Aki Wijesundara, PhD and Manu Jayawardana
  • Building Real World AI-Enabled Features Into Your .NET Apps

    Watch
    ·60 minutes54 Students
    Spencer Schneidenbach
  • Master Unstructured Data in Python [Free Hands-on workshop]

    Watch
    ·60 minutes19 Students
    Mirza Rahim Baig
  • Understand the foundation of AGI : Transformers for PM's

    Watch
    ·30 minutes1,876 Students
    Mahesh Yadav
  • Natural Language Search on Semi-Structured Data

    Watch
    ·60 minutes1,293 Students
    Jason Liu and Daniel Svonava
  • Open-source AI with Hugging Face

    Watch
    ·30 minutes1,015 Students
    Julien Simon
  • Training Agents with Reinforcement Learning

    Watch
    ·60 minutes742 Students
    Will Brown
  • Finetuning LLM for Language Translation

    Watch
    ·30 minutes516 Students
    Manisha Arora and Siddarth R
  • A Day of AI Engineer

    Watch
    ·45 minutes424 Students
    Alexey Grigorev
  • Demystifying ML Interviews: Insider Tips to Stand Out

    Watch
    ·30 minutes416 Students
    Yayun Jin, Ph.D.
  • Rise of the SLMs: The inevitable future of Language models

    Watch
    ·30 minutes348 Students
    Mahesh Yadav
  • Upskilling in AI as a Data Scientist

    Watch
    ·30 minutes329 Students
    Manisha Arora
  • Understanding DeepSeek R1

    Watch
    ·45 minutes316 Students
    Amir Feizpour and Percy Chen
  • Understand SHAP (SHapley Additive exPlanations)

    Watch
    ·30 minutes311 Students
    Patrick Hall
  • Train Your Own AI Models from Scratch

    Watch
    ·60 minutes311 Students
    Nejc Susec and Luka Tisler
  • Build an AI powered recommendation system (in one hour)

    Watch
    ·60 minutes304 Students
    Shreyans Bhansali
  • Understanding Innovations leading up to DeepSeek R1

    Watch
    ·45 minutes262 Students
    Amir Feizpour and Suhas Pai
  • Personalized Relevance with VLMs and Sparse Vectors

    Watch
    ·60 minutes194 Students
    Piotr Kobziakowski and Trey Grainger
  • How to Make High-Level Frameworks Work For You (Part 3)

    Watch
    ·30 minutes186 Students
    Zach Mueller
  • Why Low-Level Training Frameworks Save Us (Part 2)

    Watch
    ·30 minutes178 Students
    Zach Mueller
  • Why High-Level Training Frameworks are a Crutch (Part 1)

    Watch
    ·30 minutes174 Students
    Zach Mueller
  • Navigating MLOps with Databricks

    Watch
    ·30 minutes164 Students
    Maria Vechtomova and Başak Eskili
  • PyTorch Hooks from A to `full_backward_hook`

    Watch
    ·45 minutes153 Students
    Zach Mueller
  • nbdistributed: Native torch.distributed in Jupyter Notebooks

    Watch
    ·60 minutes137 Students
    Zach Mueller
  • How to Utilize a Cluster: All About SLURM

    Watch
    ·45 minutes130 Students
    Zach Mueller
  • Understand SHAP (SHapley Additive exPlanations)

    Watch
    ·30 minutes127 Students
    Patrick Hall
  • How to Design a Metrics-First Recommender System

    Watch
    ·60 minutes123 Students
    Katerina Zanos
  • The Distributed Training Taxonomy: DP, PP, and more

    Watch
    ·45 minutes106 Students
    Zach Muelller
  • Exploring Open-Source Multi-Agent Frameworks for ML Research

    Watch
    ·45 minutes92 Students
    Amir Feizpour and Mykola Burynok
  • Fine-tuning Small Language Models: dataset to deployment

    Watch
    ·30 minutes89 Students
    Hamid Bagheri
  • LLMs Empowering RL Agents

    Watch
    ·45 minutes70 Students
    Amir Feizpour and Matthew Taylor
  • Build Your First ML Model with Python and GenAI

    Watch
    ·120 minutes38 Students
    Mirza Rahim Baig
  • ComfyUI Demo: Product Model Training & 3D Dataset Control

    Watch
    ·60 minutes17 Students
    Dario van Houwelingen, Nejc Susec, and Luka Tisler
  • Data Science Demystified

    Watch
    ·30 minutes15 Students
    Savitha Namuduri
  • Data Science Demystified June Session

    Watch
    ·30 minutes11 Students
    Savitha Namuduri

You may be interested in

  • For Engineers
  • Artificial Intelligence
  • For Data Scientists
  • Developing AI Models
  • LLM Ops
  • System Design
  • For Finance Professionals
  • For Everyone
  • Agentic AI
  • Working with LLMs

Machine Learning

Cohort-based courses

Guided programs to get real results.

AI Inference Engineering & Systems Design

5.0
·8 weeks·Jul 18 – Sep 12
Abi Aryan Computer Scientist, ML Engineer & Author

End-to-End AI Engineering Bootcamp

4.9
·8 weeks·Jun 22 – Aug 16
Aurimas Griciunas Founder @ SwirlAI • Ex CPO @ neptune.ai

Machine Learning for Trading: From Research to Production

NEW·8 weeks·Jul 6 – Aug 29
Stefan Jansen ML 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 Just 25+ Years Data, Analytics & AI

Applied Quantum Machine Learning using Qiskit

4.5
·3 weeks·Jun 16 – Jul 9
Dr. Muhammad Faryad Tier-2 IBM Qiskit Advocate

LiDAR Point Clouds Processing in QGIS

NEW·7 days·Jun 21 – Jun 28
Abderrazzaq Kharroubi PhD in Geomatics · LiDAR & AI Specialist

Applied Conformal Prediction

4.7
·3 weeks·Sep 14 – Oct 2
Valeriy Manokhin Conformal Prediction Expert, PhD, Author

AI Career Residency: From Skills to Impact

19 weeks·Jul 11 – Nov 21
Mohammad Arshad Ahmad CEO & Founder, Decoding Data Science

Production-Ready Recommenders for Media Products

5.0
·5 weeks·Jun 24 – Jul 27
Katerina Zanos Principal ML Engineer @ Disney, ex-Meta

AI Inference for Forward Deployed Engineering Roles

NEW·4 weeks·Sep 2 – Sep 27
Abi Aryan Computer Scientist, ML Engineer & Author

Free Lightning Lessons

Interactive sessions to explore new topics.
  • Why We Embed Documents, and Why You Should Go Multi-Vector

    Live
    ·Jun 23·60 minutes276 Students
    Ben Clavié and Hamel Husain
  • Vector search from zero to production at GitHub

    Live
    ·Jun 24·60 minutes213 Students
    David Tippett, Trey Grainger, and Doug Turnbull
  • Cross-encoders: An End-to-end Guide

    Live
    ·Jun 17·60 minutes135 Students
    Radu Gheorghe and Trey Grainger
  • How to Scale Your Leadership

    Live
    ·Jun 26·30 minutes476 Students
    Danielle Tye | Founder, Activate Edge
  • What happens when you make an LLM call?

    Watch
    ·45 minutes258 Students
    Abi Aryan
  • Is Your LLM Task Worth Fine-Tuning?

    Live
    ·Jun 26·45 minutes13 Students
    Daniel Voigt Godoy
  • From trading idea to validated strategy

    Live
    ·Jun 24·30 minutes6 Students
    Stefan Jansen
  • Build Quantum Neural Networks in Qiskit

    Watch
    ·45 minutes247 Students
    Dr. Muhammad Faryad
  • Dense Vector Retrieval

    Watch
    ·30 minutes179 Students
    Raul Salles de Padua and Can Temizyurek
  • AI for forecasting: foundations models, hype & best practice

    Watch
    ·60 minutes136 Students
    Franz Kiraly
  • Kickstart Your Recommender System

    Watch
    ·60 minutes91 Students
    Katerina Zanos
  • How to choose an OCR Model

    Live
    ·Jul 7·45 minutes3 Students
    Joe Barrow, Isaac Flath, and Hamel Husain
  • Build a vector database from scratch

    Watch
    ·60 minutes1,082 Students
    Doug Turnbull and John Berryman
  • Demystifying Neural Networks — From Basics to Breakthroughs

    Watch
    ·45 minutes1,002 Students
    Mahesh Yadav
  • Your Complete Guide to Become NVIDIA Certified

    Watch
    ·45 minutes527 Students
    Ashish Prajapati
  • A Bag-of-Documents Model for Query Understanding & Retrieval

    Watch
    ·60 minutes244 Students
    Daniel Tunkelang, Trey Grainger, and Doug Turnbull
  • Optimizing Multimodal Vector Search for E-commerce

    Watch
    ·60 minutes175 Students
    Philippe Bouzaglou and Trey Grainger
  • Understanding Neural Networks: Fundamentals to Innovations

    Watch
    ·45 minutes1,751 Students
    Mahesh Yadav
  • How to train your tiny MoE: Going from 60+ hours to 13

    Watch
    ·60 minutes691 Students
    Zach Mueller
  • Practical NLP with LLMs: From Messy Text to Value

    Watch
    ·60 minutes596 Students
    Doug Turnbull and Alexey Grigorev
  • Glean's Embedding Model for Enterprise-Adapted AI

    Watch
    ·60 minutes546 Students
    Jason Liu and Manav Rathod
  • Deploy ML Models from Lab to Production

    Watch
    ·30 minutes476 Students
    Akshika Wijesundara
  • Build your first quantum support vector machine

    Watch
    ·45 minutes339 Students
    Dr. Muhammad Faryad
  • Spec Stacking & Software Factories

    Watch
    ·45 minutes158 Students
    Amir Feizpour and Owen Zanzal
  • How to Become a Machine Learning Engineer in 2026

    Watch
    ·30 minutes129 Students
    Aki Wijesundara, PhD and Manu Jayawardana
  • Building Real World AI-Enabled Features Into Your .NET Apps

    Watch
    ·60 minutes54 Students
    Spencer Schneidenbach
  • Master Unstructured Data in Python [Free Hands-on workshop]

    Watch
    ·60 minutes19 Students
    Mirza Rahim Baig
  • Understand the foundation of AGI : Transformers for PM's

    Watch
    ·30 minutes1,876 Students
    Mahesh Yadav
  • Natural Language Search on Semi-Structured Data

    Watch
    ·60 minutes1,293 Students
    Jason Liu and Daniel Svonava
  • Open-source AI with Hugging Face

    Watch
    ·30 minutes1,015 Students
    Julien Simon
  • Training Agents with Reinforcement Learning

    Watch
    ·60 minutes742 Students
    Will Brown
  • Finetuning LLM for Language Translation

    Watch
    ·30 minutes516 Students
    Manisha Arora and Siddarth R
  • A Day of AI Engineer

    Watch
    ·45 minutes424 Students
    Alexey Grigorev
  • Demystifying ML Interviews: Insider Tips to Stand Out

    Watch
    ·30 minutes416 Students
    Yayun Jin, Ph.D.
  • Rise of the SLMs: The inevitable future of Language models

    Watch
    ·30 minutes348 Students
    Mahesh Yadav
  • Upskilling in AI as a Data Scientist

    Watch
    ·30 minutes329 Students
    Manisha Arora
  • Understanding DeepSeek R1

    Watch
    ·45 minutes316 Students
    Amir Feizpour and Percy Chen
  • Understand SHAP (SHapley Additive exPlanations)

    Watch
    ·30 minutes311 Students
    Patrick Hall
  • Train Your Own AI Models from Scratch

    Watch
    ·60 minutes311 Students
    Nejc Susec and Luka Tisler
  • Build an AI powered recommendation system (in one hour)

    Watch
    ·60 minutes304 Students
    Shreyans Bhansali
  • Understanding Innovations leading up to DeepSeek R1

    Watch
    ·45 minutes262 Students
    Amir Feizpour and Suhas Pai
  • Personalized Relevance with VLMs and Sparse Vectors

    Watch
    ·60 minutes194 Students
    Piotr Kobziakowski and Trey Grainger
  • How to Make High-Level Frameworks Work For You (Part 3)

    Watch
    ·30 minutes186 Students
    Zach Mueller
  • Why Low-Level Training Frameworks Save Us (Part 2)

    Watch
    ·30 minutes178 Students
    Zach Mueller
  • Why High-Level Training Frameworks are a Crutch (Part 1)

    Watch
    ·30 minutes174 Students
    Zach Mueller
  • Navigating MLOps with Databricks

    Watch
    ·30 minutes164 Students
    Maria Vechtomova and Başak Eskili
  • PyTorch Hooks from A to `full_backward_hook`

    Watch
    ·45 minutes153 Students
    Zach Mueller
  • nbdistributed: Native torch.distributed in Jupyter Notebooks

    Watch
    ·60 minutes137 Students
    Zach Mueller
  • How to Utilize a Cluster: All About SLURM

    Watch
    ·45 minutes130 Students
    Zach Mueller
  • Understand SHAP (SHapley Additive exPlanations)

    Watch
    ·30 minutes127 Students
    Patrick Hall
  • How to Design a Metrics-First Recommender System

    Watch
    ·60 minutes123 Students
    Katerina Zanos
  • The Distributed Training Taxonomy: DP, PP, and more

    Watch
    ·45 minutes106 Students
    Zach Muelller
  • Exploring Open-Source Multi-Agent Frameworks for ML Research

    Watch
    ·45 minutes92 Students
    Amir Feizpour and Mykola Burynok
  • Fine-tuning Small Language Models: dataset to deployment

    Watch
    ·30 minutes89 Students
    Hamid Bagheri
  • LLMs Empowering RL Agents

    Watch
    ·45 minutes70 Students
    Amir Feizpour and Matthew Taylor
  • Build Your First ML Model with Python and GenAI

    Watch
    ·120 minutes38 Students
    Mirza Rahim Baig
  • ComfyUI Demo: Product Model Training & 3D Dataset Control

    Watch
    ·60 minutes17 Students
    Dario van Houwelingen, Nejc Susec, and Luka Tisler
  • Data Science Demystified

    Watch
    ·30 minutes15 Students
    Savitha Namuduri
  • Data Science Demystified June Session

    Watch
    ·30 minutes11 Students
    Savitha Namuduri

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