How to use machine learning to improve test automation, including core concepts and algorithms.

On the workshop you will

Learn from lecture supported by slides

Complete practical exercises

Group discussions

During the workshop we cover:

  • ML Introduction: working Principles, Stages: Training, Test, Evaluation
  • Coding with Python: Environment Setup, types, test: assertions, multi assignments, strings, range, list, dict, conditions, loops, tuples, functions, classes
  • Concepts: Feature, Training, Model, Outlier, Underfit, Overfit, Evaluation, K-fold
  • Feature Extraction: Methodology, Techniques
  • Algorithms: Knn, SVM, Decision Trees, Random Forest, Bayesian Networks
  • Practices of ML in Software Testing: Test Creation with ML, Execution with ML, Bug Management with ML

How long does it take?

This workshop is planned for 3 days but can be divided into a shorter workshop of 1-day or 2-days.

Mesut Durukal

Learn from the best

Mesut Durukal

Mesut has BSc and MSc degrees from Bogazici University Electrical & Electronics Engineering. He worked in the Defense Industry for 7 years and managed the testing activities in a multinational project. He has a proficiency in CMMI and PMP experience under his belt.

After that, he worked for Siemens A.G in the system testing team for 4 years. He had the technical lead position in the Istanbul QA office where he managed 18 people and represented the site in the global organization. He took the responsibility for V&V activities for a cloud-based open IoT platform containing lots of microservices and acted as a Product Owner.

Currently, he has been working for Rapyuta Robotics, Tokyo. In the robotics domain, his expertise is focused on test automation. He is acting as the QA Chapter Leader for the organization.

His certificates are: PMP, PSPO, PSM, ISTQB CTAL TM and he is a frequent international speaker with a wide range of various talks: https://www.mesutdurukal.com/conferences.html

Register

Choose this option if you need a workshop for your team or company. The basic price is 4000 EUR for the group for 3 days.

Private workshop

Choose this option if you need a workshop for yourself or for a small group of people. The basic price is 400 EUR per person for the whole workshop.

Open online workshop

Our experts offer consultations for both companies and individuals. The price is set individually.

Contact us