On Demand Workshop


Production-Ready Machine Learning: From Notebooks to Python Packages

Elevate Your ML Code

Learn how to transition from notebook-based workflows to Python packages, resulting in code that is modular, robust, maintainable, scalable, and deployment-ready.

Date

On-Demand

Location

Online

Language

English

Speakers

1

Key Topics Covered

Defining production-ready projects

Migrating from notebooks to packages

Implementing automatic code-quality checks

Serving ML applications with FastAPI

Who Should Watch Production-Ready ML Workshop:

This session is tailored for professionals who:

  • Regularly use Python in machine learning, data science, analytics, or related fields
  • Seek best practices for developing, testing, and deploying scalable ML applications
  • Primarily work with notebooks and wish to structure projects using Python packages

About the trainer

David brings a background in mathematical psychology, utilizing statistics and data science to study human behavior. His passion for software development and extensive teaching experience make him an ideal guide for this workshop.

Check our Machine Learning Courses

AI for Product Management

Discover how to create loveable products by leveraging the power of Artificial Intelligence (AI) with this AI and product training.

Rutger de Wijs

Data and AI
Product Management
2 days
In Person

Next:

5 – 6 Mar, 2026

From:

€1325

View training
Advanced Data Science with Python 

Dive deeper into Advanced Data Science with Python and develop your skills even further.

Data Science
2 days
In Person

Next:

23 – 24 Mar, 2026

From:

€1425

View training
Python for Data Analysis

Learn how to code in Python and perform data analysis with our Python for Data Analysis training.

Juan Venegas

Data Science
Python
2 days
In Person

Next:

26 – 27 Mar, 2026

From:

€1425

View training
Data Science with Python (Certified)

Dive into the world of data science through data analysis and machine learning. Sign up for Data Science with Python (Certified).

Data Science
Python
3 days
In Person

Next:

7 Apr, 2026

From:

€2140

View training
AI Scrum Master Training

Discover the next level of Scrum Mastery in our one-day training that combines the proven knowledge of our Xebia-certified AI Scrum Master training with the cutting-edge capabilities made possible with Generative AI. This immersive experience equips you with the foundational skills of Agile and Scrum leadership, enhanced by the efficiency and power of Generative AI tools.

Sjoerd Nijland

Data and AI
GenAI
Scrum
1 day
In Person

Next:

20 Apr, 2026

From:

€925

View training
Data Warehousing and Data Modeling

Build a solid foundation of data warehousing and modeling with this training. You’ll learn everything about data warehouse architectures, formal data modeling, performance tuning and more.

Lucy Sheppard 

Data Engineering
Data Modeling
data warehousing
2 days
Virtual

Next:

23 – 23 Apr, 2026

From:

€670

View training

Register now

Don’t miss this opportunity to enhance your skills and advance your career. Access the on-demand “Production-Ready Machine Learning” workshop today.

Feel free to contact us. We’re happy to help!