Introduction to Machine Learning Training

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 3 Days
  • We can host this training at your preferred location. Contact us!
Upcoming Training

04 December 2021

3 Days

In a world with abundant data, leveraging machines to learn valuable patterns from structured data can be extremely powerful. We explore the basics of machine learning, discussing concepts like regression, classification, model evaluation metrics, overfitting, variance versus bias, linear regression, ensemble methods, model selection, and hyperparameter optimization.

Through powerful packages such as scikit-learn, students come away with a strong understanding of core concepts in machine learning as well as the ability to efficiently train and benchmark accurate predictive models. They gain hands-on experience building complex ETL pipelines to handle data in a variety of formats; developing models with tools like feature unions and pipelines to reduce duplicate work; and practicing tricks like parallelization to speed up prototyping and development.

Prerequisite: Basic Python, basic to intermediate statistics, basic linear algebra, and/or successful completion of the Introduction to Predictive Analytics course

Individuals comfortable with basic programming and statistics looking to leverage machine-learning techniques for greater data insights.

  • Core machine learning concepts
  • A survey of ML modeling techniques
  • Production-grade ML pipeline development


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Istanbul, London and Ankara facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

04 December 2021

Classroom / Virtual Classroom

Istanbul, Ankara, London
16 December 2021

Classroom / Virtual Classroom

Istanbul, Ankara, London
25 December 2021

Classroom / Virtual Classroom

Istanbul, Ankara, London
14 March 2022

Classroom / Virtual Classroom

Istanbul, Ankara, London
20 March 2022

Classroom / Virtual Classroom

Istanbul, Ankara, London
17 May 2022

Classroom / Virtual Classroom

Istanbul, Ankara, London
22 June 2022

Classroom / Virtual Classroom

Istanbul, Ankara, London
13 October 2022

Classroom / Virtual Classroom

Istanbul, Ankara, London