TUTORIAL

Testing Machine Learning Systems

TUTORIAL

Testing Machine Learning Systems

TUTORIAL

Testing Machine Learning Systems

Summary

Machine Learning (ML), by far the most popular form of AI, is now the top priority in IT investment.  However, from the user’s perspective AI has major trust issues.  These can most easily be addressed through testing, but the large volume of new AI software and the lack of testers with the necessary specialist skills means we are failing to satisfactorily address this growing problem.

This tutorial will provide testers with an insight into the fascinating world of ML development and testing.

Learning Objectives

The tutorial is largely hands-on, but is backed up by the latest developments in in ML testing and reflects the current progress in this area of the ISO working group on testing AI systems.  It leads attendees through the experience of both building various ML models, such as neural networks and decision trees, and then testing these models using specialist techniques.  These test techniques are focused on three principal areas, input data testing, ML framework testing and ML model testing, such as metamorphic testing, each of which will be covered in this tutorial.

Topics Covered

To enable attendees to get the most from the tutorial, they will need to bring a laptop on which they have installed the (free) Waikato Environment for Knowledge Analysis – the WEKA app (download the stable version for your platform). 

Who Should Attend

This tutorial  is for on anyone with an interest in, or a need to perform, the testing of Machine Learning Systems. No knowledge of programming is required, but some foundation testing knowledge would be useful.

Prices

Non-PSTQB Associates

PSTQB Associates (since 2023)

PSTQB Associates (since 2022 or earlier)

Normal
770,00€
722,00€
653,00€

*Regarding the prices listed, VAT is added to the legal rate in force (23%).

Early Bird Deadline: Expired

Prices

Non-PSTQB Associates

PSTQB Associates (since 2023)
25% OFF

PSTQB Associates (since 2022 or earlier)
45% OFF

Early Bird
693,00€
577,50€
450,45€
Normal
770,00€
722,00€
653,00€

*Regarding the prices listed, VAT is added to the legal rate in force (23%).

Early Bird Deadline: November 8th

Prices

Normal

Non-PSTQB Associates:
770,00€
PSTQB Associates (since 2022):
722,00€
PSTQB Associates (since 2021 or earlier):
653,00€

*Regarding the prices listed, VAT is added to the legal rate in force (23%).

Early Bird 
Deadline: Expired

Prices

Early Bird

Non-PSTQB Associates:
693,00€
PSTQB Associates (since 2022):
577,00€
25% OFF
PSTQB Associates (since 2021 or earlier):
450,45€
45% OFF

Normal

Non-PSTQB Associates:
770,00€
PSTQB Associates (since 2022):
721,25€
PSTQB Associates (since 2021 or earlier):
653,00€

*Regarding the prices listed, VAT is added to the legal rate in force (23%).

Early Bird Deadline: November 8th