Zoltan C. Toth

CTO @Datapao, Lecturer @CEU

Zoltan is CTO Datapao and Visiting Professor of Cloud and Big Data Computing at Central European University. In his over 20 years of career, he’s been dealing with Data Architectures, Product Analytics Infrastructures, and Machine Learning projects.

His track record includes building a petabytes-scale data infrastructure at Prezi, integrating RapidMiner with Apache Spark, architecting data infrastructures for global enterprises, and leading Data Engineering teams. In the past five years, he has been trusted to deliver professional services and courses on behalf of Databricks, the original creators of Apache Spark.

He also gives Data Infrastructure and Cloud Computing classes at CEU BA, one of the most renowned Business Analytics university programs in Europe.

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All Sessions by Zoltan C. Toth

  • NDR June 8 2021


  • 14:00  - 14:40
    Tools and methods to track, analyze, and operate ML models have gotten mature in the past years. This talk is an introduction to MLflow, an open-source platform for managing the end-to-end machine learning (ML) lifecycle. In this talk, you will see a hands-on presentation on how to track and serve the ML lifecycle with the help of MLflow. Attendees will get all code, notebooks, and datasets used in the talk. YOU WILL LEARN ABOUT: - MLOps in general - The MLflow technology - Working with ML experiments - Tracking and analyzing ML model metrics - Using MLflow's model registry to manage a model's lifecycle




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Zoltan C. Toth