Brain Food: All you need to know about MLOps, illustrated with MLflow

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Brain Food: All you need to know about MLOps, illustrated with MLflow

A practical MLOps workshop.

When and where

Date and time


Dataroots office 132 Tiensevest 3000 Leuven Belgium

Map and directions

How to get there

Refund Policy

Contact the organizer to request a refund.
Eventbrite's fee is nonrefundable.

About this event

🧠 Brain Food is a series of expert workshops organized by Dataroots. Here you can find some extra info about the Brain food concept.

🗣 Vitale Sparacello will be hosting this MLOps workshop.

✔️ What do you need to attend this workshop?

  • Python 3.8+
  • git
  • Basic ML knowledge
  • Basic scikit-learn and pandas

🥪 We'll start the event with a delicious lunch. The workshop will start at 1 PM and will last approximately 4 hours.

🎯 Boost your next AI initiative with MLOps.

1. Intro and main motivations for MLOps.

  • Why ML pojects fail?
  • Unveil the technical debt in Machine Learning Systems
  • Disrupt your Business using AI

2. MLOps to the rescue

  • MLOps main concepts: not just a tool
  • An easy 3 steps recipe: Design, Develop, Deploy
  • MLOps principles and best practices: Tracking, Testing, Automation, Reproducibility, Deployment, Monitoring

3. MLflow: open source platform for the machine learning lifecycle

  • What is MLflow
  • Experiment Tracking
  • Model Registry
  • Model Deployment and advanced topics

4. Hands-On training: join our Data Science team!

🧑‍🎓 Are you a full time student? Please use the code STUDENT25 to get a discount of €75! (In case of using this discount code as a non-student, we will cancel your registration.)