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Contact Giovanni Lanzani, if you want to know more about custom data & AI training for your teams. He’ll be happy to help you!
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Production Ready Machine Learning

Learn the best practice to bring your machine learning models into production with this practical training about how software engineers manage their code, how more advanced Python features can make your life easier, and how to go from notebooks to packages in this 2-day course.

Clients we've helped

  • Instruqt GoDataDriven
  • Fivetran logo

What you'll learn

You will learn:

During this training, you will go in-depth with the tools and technique to bring your Machine Learning code to production more easily. After this training, you are knowledgeable about the following topics.

  • How documentation, testing, and modularity help creating more robust code
  • How type hinting can greatly reduce the number of bugs in your code
  • How continiuos delivery for Machine Learning works and how it improves your workflow
  • Practical advice on how to go from notebook to package
  • How Python’s Object Oriented features can help you structure your scikit-learn code

The schedule

  • Continuos delivery for Machine Learning
  • Monitoring and testing Machine Learning
  • Solution Design for Machine Learning applications
  • Packaging Machine Learning models and Python code
  • Linting and code formatting as part of the CI/CD pipelines
  • Testing with pytest
  • Creating a command line interface for your packages
  • Implementing a REST API on top of your models

learning journey

Data Science Learning Journey

meet your trainer

Julian de Ruiter

Machine learning engineer
Flexible delivery

The Right Format For Your Preferred Learning Style

In-Classroom & In-Company Training
Online, Instructor-Led Training
Hybrid and Blended Learning
Self-Paced Training
Get in touch with the experts

Have any questions?

Contact Giovanni Lanzani, our Managing Director of Learning and Development, if you want to know more. He’ll be happy to help you!

Call me back

You can reach him out by phone as well at +31 6 51 20 6163

Course: Production Ready Machine Learning Training

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