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

Python for Data Analysis

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

Lucy Sheppard 

Data Science
Python
2 days
In Person

Next:

22 – 23 Apr, 2025

From:

€1425

View training
Power BI in a Day

Learn how to turn your data sources into immersive visuals using Microsoft Power BI.

Tennyson Wu

Data Analytics
Data Visualization
Microsoft
PowerBI
1 day
Virtual

Next:

9 May, 2025

From:

€670

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).

Lucy Sheppard 

Data Science
Python
3 days
Virtual

Next:

12 May, 2025

From:

€1975

View training
MLOps on GCP

Discover what MLOps is and how you can apply it in GCP (Google Cloud Platform) with our MLOps on GCP training course.

Data Analytics
Data Engineering
Data Science
Google Cloud Platform (GCP)
2 days
In Person

Next:

14 – 16 May, 2025

From:

€1520

View training
Advanced Data Science with Python 

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

Lysanne van Beek

Data Science
2 days
In Person

Next:

19 – 20 May, 2025

From:

€1425

View training
Production Ready Machine Learning

Follow our Production-Ready Python for Machine Learning training course to bring your machine learning models into production.

Enrico Erler

Data Engineering
Data Science
Machine Learning
Python
Software Development
Software Testing
3 days
In Person

Next:

19 May, 2025

From:

€2175

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!