The course is providing a good introduction and overview of artificial intelligence methods used nowadays, starting from basic definitions to the different forms of AI model testing, online as well as offline. The particularities of risks, quality attributes and strategies for testing AI applications are outlined. In the last part it is demonstrated how AI is making testing tools smarter. Following this course will lead to a broad understanding of the topic.
To follow the course, trainees are recommended to:
Hold the ISTQB® Certified Tester - Foundation Level certificate (CTFL) or equivalent.
Have basic knowledge of any programming language – Java/Python/R
Have basic knowledge of statistics
Have some software development or testing experience
The course is structured according to the AiU Certified Tester in AI syllabus. This way you can relate the topics covered in the course to the syllabus.
Introduction to Artificial Intelligence: introducing artificial intelligence (AI), Machine Learning (ML) and Deep Learning (DL).
Overview of testing AI systems: off-line and online testing of AI applications, data preparation and pre-processing (outlier detection, dimension reduction), imputation and visualization
Offline Testing of AI Systems: Data Preparation and Preprocessing
Metrics for supervised (Accuracy, Precision, Recall/sensitivity, Specificity and F1-score) and unsupervised learning (Inertia and Rand score, Support, Confidence and Lift metrics) to find the best AI model
Explainable AI: examination and evaluation of complex (DL models) models by varying input variables and observing variations in outcomes while constructing a simple interpretable model
Risks and test strategy for AI systems
AI in testing: application of AI in the test process itself, smart dashboards and test automation tools
Testing professionals wishing to widen their testing scope towards testing of Artificial intelligence applications.
Testing professionals wishing to acquire more in-depth knowledge of Artificial intelligence in test tools.
Other stakeholders who wish to have a deeper understanding of Artificial intelligence in general and testing in particular.
Everyone preparing for the “AiU Certified Tester in AI” examination.
We know that you can learn best when you feel good! Therefore, you receive not only a first class training but also an all around-catering and supervision.
If you want to determine the time and location of your training yourself, then our coach will come to you. With our in-house courses, everything is based on the wishes of our customers. Here you can see our range of in-house training courses. Go to our training
If you don’t wish to spend time and effort organising a training course, but simply want to register and get going while meeting new colleagues in your sector, then come to our open courses. Registration is on a first-come, first-served basis. Go to in-house training
small learning groups
As a training participant, you of course benefit from learning in a group and the experience of the other participants. Yet to ensure that you get to pose all of your own questions, we keep the group sizes very small, with a maximum of 10 participants. This allows our coaches to make certain that we meet the needs of all participants, even if the participants’ levels of existing knowledge differ.
Our courses are guaranteed to take place from as few as three participants, and provide you with long-term planning certainty for your training activities.
printed teaching materials
Making notes, writing down questions, post-it notes with reminders for content that you want to return to later – not a problem at all, as we provide all the materials in printed format at your workstation. Even though we strongly advocate progressive technologies, we value the printed format when it comes to working in a learning environment and to course preparation and follow-up at home, in your hotel or back at your place of work.
trendig’s event ticket of deutsche bahn
In cooperation with Deutsche Bahn, trendig offers special conditions to travel to our training courses and conferences comfortably and environmentally friendly - with 100% electricity generated by renewable resources in long-distance travel, at a nationwide fixed price, from any DB railway station.
The extra for you as a participant: Your event ticket is valid 2 days before and 2 days after the event, for a maximum of 14 days, and city tickets for public transport connections are included.
We know that a sense of well-being helps you learn better. This is why we provide not only fresh knowledge, but also comprehensive catering during all breaks, with fresh and dried fruits, as well as other nerve-soothing foods ranging from nuts to biscuits. A lunch with all participants and our coaches is also a fixed part of our catering package.
hot and cold drinks
We ensure a limitless supply of hot and cold drinks throughout the duration of the course. So you can leave your thermos flask and water bottle at home, and let us serve you.
lean coffee or lean pizza event
Some of the course content requires further discussions and, when considered in-depth, throws up further questions which cannot be resolved within a normal training day. To this end, for all our 4- and 5-day courses we offer an in-depth session on one morning or evening, including catering. The participants jointly agree whether they would prefer to get up earlier or stay later, and which topics they would prefer to explore in greater depth with our coach in an informal atmosphere.
We offer free WIFI at all our training locations. To allow you to quickly get to work at our premises, let us know in advance of the course and we will provide you with access details and a password.
The DIN/ISO 17024 requirements stipulate that training companies cannot themselves provide the examination. An independent certification institute carries out the examination, not least to ensure the independent quality control of our training courses. We offer you the services of the certification institute so that you don’t incur the additional hassle of securing an examination appointment. We invoice the examination fee and organise your exam at the end of the course. You can simply focus on getting prepared.
In addition to their teaching work, all of our trainers have been and continue to be involved in projects, with each of them possessing more than 15 years of professional experience in various sectors. They have also all additionally acquired teaching qualifications. It is important to us not just to teach the training material, but also to enable each participant to enact what they have learned in the workplace. The point is for it to not feel superimposed, but instead for the acquired knowledge to be incorporated effortlessly into your own work.
We don’t hold with dilapidated offices that are unfit for running a business from but which are deemed good enough for a week’s training, and whose lack of light makes it easier to read the PPT slides. We know that a sense of well-being helps you learn better. That is why all our rooms are well-lit and have large windows. They feature a wealth of opportunities for creative development. Breaks are always spent outside the classrooms. After all, a change of scene is a key element to then being able to once more concentrate on the course content. And we of course also provide a sufficient supply of hot and cold drinks, as well as the necessary nerve-soothing snacks. Is there anything else we can help you with? Then please let us know! We make many things possible.
Whether it’s alone or in a group, as an open seminar with participants from several companies, or in-house with your own colleagues; whether standardised with certification exams, or tailored to your own professional practice – we provide the right training for a great variety of topics. Even if you wish to combine certain course content, want to put something special together for a distributed team, or are interested in tiered pricing and loyalty bonuses, please get in touch with us directly. We are experienced and flexible, and can offer all teaching programmes as virtual courses and in several languages. We are happy to provide you with an individually tailored offer – we just have to get to know you and your requirements.
early-booking and group discounts
Do you already know your training requirements for next year and want to come to our training courses with several other people? Then let us know! It helps us to be able to plan ahead, and we are therefore happy to offer you a discount.
You can visit one of our courses for half a day, and then decide whether you want to do your training with us or book a course for your entire team. Just let us know and we will be happy to provide you with trial participation.
printed certificate of participation
Upon request, you will receive a printed or a digital (pdf) certificate of attendance for your course.
guaranteed fun at our in-house seminars
We believe that a good atmosphere is conducive to good learning – that’s why we set great store by presenting the course content in an entertaining way, with plenty of anecdotes from our trainers’ practical experience – in short, it should be fun. That’s why there is a EUR 100.00 discount for every day on which no one laughs.
Even if it feels like a holiday with us - our ISTQB® trainings in Berlin are recognized further education events for all Berlin employees.
Educational leave must be submitted to the employer at least 6 weeks before the start of the course. For more information: bildungsurlaub - berlin
Exam questions: 40 (no negative marking)
Minimum score: 65 %
Examination Time: 60 min
Time Extension: 15 min (if the candidate's native language is not the exam language)