Managing Machine Learning
Life Cycles With MLFlow
The Path from DevOps to Machine Learning to MLOps
Recording available until 27. February 2024
This Fullstack Live Event Has Ended
Want to know how to effectively orchestrate and manage your machine learning workflows?
This Fullstack Live Event covers the transition from DevOps to MLOps.
We’ll start by introducing MLflow and guide you through its installation and training in your own models. We’ll explore:
- hyper-parameter tuning
- model selection
- the MLflow model registry.
In the second half, we’ll focus on Apache Airflow, an open source platform for workflow orchestration and scheduling. We’ll begin with an overview of Airflow, its concepts, and background. Then, we’ll delve into using Directed Acyclic Graphs (DAGs) and the Airflow GUI.
By the end of the workshop, you’ll have a solid understanding of integrating Airflow and MLflow into your existing pipeline. We’ll provide you with an architecture that combines both tools, enabling you to effectively orchestrate and manage your machine learning workflows.
For installation and pre-requisites please check: https://datamics.com/mlcon-workshop
Get To Know Our Expert
Saumya Goyal - Datamics GmbH
Saumya Goyal is an accomplished MLOps Engineer consultant at Datamics GmbH, specializing in guiding clients, particularly B/S/H, in seamlessly integrating MLOps solutions into their existing production pipelines.
With prior experience at Verizon, a renowned Fortune 500 company, Saumya has established a strong foundation in the field. Beyond her consulting responsibilities, Saumya is deeply passionate about sharing her expertise in Data Science. She actively engages with the community as a regular speaker, hosting webinars and workshops to educate and empower others. Furthermore, Saumya’s dedication to knowledge dissemination extends to her role as a technical blogger on the Medium platform, where she regularly publishes insightful articles.
Through her extensive industry experience and commitment to fostering learning opportunities, Saumya contributes to the advancement of MLOps practices and empowers organizations to leverage the full potential of data-driven solutions.
Get To Know Our Expert
Dr. René Brunner - Freelancer
Dr. René Brunner consults companies with Python and has been active in programming and Data Science for 20 years.
He has published numerous papers in journals and given talks at internationally renowned conferences in the field of Big Data Science. He is a professor at the Macromedia University of Applied Sciences in Munich.
Register Now and Join Our Fullstack Live Event
Already have Fullstack?
You’re all set! Grab a pen and paper and simply check back in at the time of the event to participate. Want to see more Fullstack Live Events? Browse through the complete list of events here.
No Fullstack yet?
Fullstack Experience members have free access to all Live Events – past, present and future. In addition, Fullstack members also have access to the recording of all live events for three months.
Register your Fullstack Experience now and benefit from this and future groundbreaking Fullstack Live Events.
Is Your Team Larger Than 16 Employees?
We can help you master digitalization by giving your team unlimited and groundbreaking software know-how including interactive online workshops, thousands of articles, infographics, topic deep dives and much more!
Get In Touch and we can guide you through the best fit for your team!
Fullstack at a Glance
Basic
Fullstack
Fullstack Teams
Fullstack Read
Fullstack Live-Events
Fullstack Tutorials
Add-Ons: up to 25 % Sale on Conferences & Training Events*
Add-Ons: up to 25 % Sale on Akademy & FLEX Camps*
Features
Notes
Collections
AI-Search AskFrank
Curated Theme Highlights
Live Chat
Direct Chat
Discounts on Conferences, Training & Akademy Events*
6 Month Access to Video Recordings of Your Conferences
Certificates of Participation in Conferences, Training & Academy Events*
Access to Slides & Presentations of Conferences Attended
No Administrative Overhead
Account Manager