Training schedule

22 Mar - 23 Mar, 2021
Online, instructor-led / English
€1295
24 Jun - 25 Jun, 2021
Online, instructor-led / English
€1295
13 Sep - 14 Sep, 2021
Online, instructor-led / English
€1295
11 Nov - 21 Nov, 2021
Online, instructor-led / English
€1295

IN-COMPANY TRAINING PROGRAMS

Contact Gert-Jan Steltenpool, 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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Advanced Data Science with Python

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

  • DSM is a GoDataDriven customer
  • Dupont - GoDataDriven customer
  • Logo-Booking.com
  • lego-logo
  • Airbus-logo
  • Merck-logo
  • Ahold Delhaize
  • Credit-Suisse-Logo
  • Shell-Logo
  • ING Bank
  • Danone logo
  • Nike-logo
  • tomtom_logo
  • Verizon-logo

What you'll learn

  • How to enforce best practices in your Python programs using concise and reproducible code
  • How to make a proper Python machine learning module for productionizing
  • Statistical techniques for (re)sampling your data

  • In-depth info about several widely-used machine learning algorithms
  • How to create your scikit-learn transformers and estimators
  • How to train and evaluate your machine learning model using pipelines in scikit-learn

The schedule

Day 1: Advanced Python
  • Classes in Python

  • Dunder & custom methods; private & protected attributes; parent classes

  • Decorators

  • Peer review and assess existing code

  • Redeveloping a forecasting a project from scratch (Pandas & pipelines workflow)

  • Data quality & Feature Engineering

Day 2: Machine Learning
  • Code review & issue correction in ML applications

  • Object oriented programming in Scikit-Learn

  • (Automatic) Feature selection

  • Code style & testing

  • Introduction to packaging & interfaces

learning journey

Data Science Learning Journey

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?

After this training, you will be able to combine state-of-the-art Machine Learning algorithms and advanced Python tools to build top-notch predictive/classification 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 Gert-Jan Steltenpool, the sales director of GoDataDriven Academy if you want to know more. He’ll be happy to help you!

You can reach him by phone as well at +31 6 4214 0783

Course: Advanced Data Science with Python Training

Book now