Training schedule

27 Jun - 28 Jun, 2022
Online, instructor-led / English
29 Aug - 30 Aug, 2022
Amsterdam / English
13 Oct - 14 Oct, 2022
Online, instructor-led / English
7 Dec - 8 Dec, 2022
Online, instructor-led / English


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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Data Scientist Learning Journey - Medior

Advanced Data Science with Python Training

Two days of nothing but Data Science, Machine Learning and advanced Python skills. You know Python and Machine Learning, but working with it on a daily basis is a different story. This course is packed with best practices, models, code, algorithms and a framework to improve your projects.

Clients we've helped

  • Instruqt GoDataDriven
  • Fivetran logo

What you'll learn

  • Understand how to select an algorithm for your machine learning projects
  • How to improve your machine learning models through advanced modelling techniques such as feature selection and feature engineering
  • How to use clustering techniques for unsupervised learning
  • How to create your own scikit-learn transformers and estimators

  • How to enforce best practices in your Python programs using concise and reproducible code
  • How to add extra functionality to your code to improve documentation and readability
  • In-depth understanding of Object Oriented Programming and Functional Programming

The schedule

Day 1: Advanced Machine Learning
  • Machine Learning Refresher – Choosing the right model

  • A recap of using Scikit-learn

  • Unsupervised Learning – Clustering techniques
  • Feature Engineering
  • Feature Selection
Day 2: Advanced Python
  • Object Oriented Programming (OOP)

  • OOP in Scikit-Learn
  • Functional Programming

  • Pandas Pipelines
  • Decorators
  • Streamlit Applications
  • Refactoring a Machine Learning project
  • An Introduction to Machine Learning in Production

learning journey

Data Science Learning Journey


Discover your knowledge level of Python for Data Science

Apply for a GoDataDriven Academy Scholarship

We believe that our courses empower people to be more effective with data and tech so they can better help colleagues and delight customers. Attending one of our training is also a great way to expand your network, increase your employability, and to command bigger salaries. If you already have a well-paying job, our prices are really affordable. Not everyone is so lucky though. So if you wish to attend one of our most popular courses, but require financial support, we'd love to hear from you.

Apply for the Scholarship

This online course is perfect for

Data Scientists, who are familiar with Python and wish to become more effective at creating predictive models by applying Machine Learning to their organization’s data. Experience with Python and machine learning basic is required. If you’re not quite there yet, we recommend the Certified Data Science with Python Foundation Training course as preparation for this training.

What will you learn during Advanced Data Science with Python Training?

After this training, you will be able to combine state-of-the-art Machine Learning algorithms and advanced Python tools to build top-notch models using clear, concise and maintainable code.

meet your trainer

Marysia Winkels

Data Scientist

Marysia is a data scientist who is proud to work on any AI application that can provide solutions to real-world problems. She is always eager to learn from, and be inspired by, her peers.

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: Advanced Data Science with Python Training

Book now