Taking your MLOps skills to the next level: Tech stacks to do it right
Taking your MLOps skills to the next level: Tech stacks to do it right
Mon, Dec 12, 6:00 PM
Bd Roi Albert II 4 - 1000 Brussels - Belgium • Bruxelles
Free
Actions Panel
Brain Food: All you need to know about MLOps, illustrated with MLflow
A practical MLOps workshop.
By dataroots
When and where
Date and time
Location
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.)