You are viewing content from a past/completed QCon Plus - May 2021

Session

MLOps: The Most Important Piece in the Enterprise AI Puzzle

Machine Learning Operations (MLOps) is a set of principles and practices that increase the efficiency of machine learning workflows and solutions. In this session, Dr. Francesca Lazzeri will provide an overview of the latest MLOps technologies and principles that data scientists and ML engineers can apply to their machine learning processes, with the goal of:

  • Faster experimentation and development of models
  • Faster deployment of models into production
  • Quality assurance

Speaker

Francesca Lazzeri

Principal Data Scientist Manager @Microsoft

Francesca Lazzeri, PhD is an experienced scientist and machine learning practitioner with over 12 years of both academic and industry experience. She is author of the book “Machine Learning for Time Series Forecasting with Python” (Wiley) and many other publications, including...

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Date

Wednesday May 26 / 11:10AM EDT (40 minutes)

Track

State of ML/AI Union

Topics

Machine LearningDevops

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