A practical guide to gain the required knowledge to master AI quality
A practical guide to gain the required knowledge to master AI quality
Benefitting from AI requires more than just implementing the technology. Organisations need to understand AI standards and regulations, recognise and predict the impact of AI on the business and manage the quality accordingly.
TÜV SÜD has developed training modules catered to Executives and Experts that equip organisations with skills to govern AI quality – a prerequisite to develop and adopt AI at scale. Our AI experts will guide you through quality requirements that include existing and upcoming AI standards, regulations, benchmarks, and industry best practices.
With TÜV SÜD, you can learn to:
Throughout the training, our experts will illustrate the concepts with practical real-world use cases.
Duration: AI Quality (Expert) - 16hrs; AI Quality (Executive) - 4hrs
Language: English
Note: SGTech members can apply for course funding under STAR FUND 2.0 and receive up to S$500/pax funding. Please refer to FAQ for more details.
Topics to be covered in this course include:
In this training course, organisational leaders will learn to identify and manage individual and organisational risks associated with AI technology, understand the impact of AI regulations and standards, and acquire knowledge about AI performance metrics and industry best practices. Participants will comprehend their roles, responsibilities and liabilities and will be enabled to plan their AI development and adoption strategy.
1. Motivation
2. AI quality framework to establish trust in AI and scale AI applications
3. Path towards AI quality
TÜV SÜD’s AI Quality Training course for professionals developing or deploying AI systems or products provides an introduction and comprehensive overview of the governance and technical requirements to manage quality of AI systems. Our AI experts will reveal the importance of the organisational setup and enable participants to differentiate AI-specific challenges and select the respective matching AI technology for their use cases. The training will cover imperative requirements for AI system and AI data management, a risk assessment process to identify and manage relevant quality measures, essential AI quality controls, and industry best practices. The course offers participants the opportunity to receive a certificate to document skill development and organisation’s commitment to meet AI quality requirements.
1. The basics: Why do we need dedicated AI Quality Framework?
2. The understanding: How can we define quality of AI?
3. The solution: A comprehensive and compliant AI quality framework
4. The application: Applying AI quality framework in day-to-day operation
Participants will learn through lectures, case studies, group exercises and discussions.
This course features two main tracks, specially designed for::
1. Management track
• Top-level management
• Technical management
2. Technology track
• AI practitioners
• Users of AI technology
Prerequisite: For an easier learning experience in the technology track, a background in common machine learning algorithms such as deep learning is beneficial. The course does not require an in-depth knowledge of a specific library or programming language.
The course content and structure are designed by the domain experts from TÜV SÜD.
With immense experience and knowledge in the relevant standards, our team of product specialists and technical experts at TÜV SÜD, developed the course content based on current business landscape and market requirements.
Our trainers are AI experts.
We are not merely keeping abreast with the latest algorithms, upcoming standards and regulations in AI, but are actively shaping the standardisation and regulatory landscape.
We provide thought leadership by contributing to key committees and publishing academic, peer-reviewed papers.
Our trainings consolidate decades of history in assessing and managing technical systems quality, combined with our close-to-market AI quality audits and advisory services.
“The TÜV SÜD Seminar on AI Quality Management is a must for responsible AI developers building the solutions of a digital tomorrow. The seminar is comprehensive and it gives an excellent overview of the breadth of AI Quality. Hands-on examples, carefully selected references, and good seminar documentation provide a north star for our own developments.”
- Dr. Christoph Hofmann, Head of Cooperative Safety Solutions, SICK AG
World-class training – by learning from TÜV SÜD’s industry experts and training specialists
Interactive learning style – with interactive formats such as lectures, illustrations and simulations are used
Networking opportunity – where you can meet and build network with like-minded individuals at our instructor-led training
Gain a competitive edge – by getting trained by experts known in the fields of safety, security and sustainability
To enroll, please fill out the form on the webpage accordingly.
Participants will learn through role plays, case studies, group exercises, scenarios and discussions.
There are no in-between assessments, but case studies will be included in the AI Quality course.
Yes, please contact us at [email protected] for more details. Terms and conditions apply.
An SGTech member is eligible for up to S$500 per pax per training programme. A SGTech member company can send the same employee to five different training programmes and thus claim a total of S$2,500 worth of training support per employee. However, the maximum number of claims an applicant company can make per qualifying period will be capped at 5.
SGTech member can apply for the funding following the below steps:
Yes, you can register to any e-learning courses. If you have special requirements, please contact us at [email protected] and we can customise a suitable package for you.
Yes, you will receive a certificate of completion at the end of the AI Quality course.
The AI Quality course content and structure are designed by the domain experts from TÜV SÜD. With immense experience and knowledge in the relevant standards, our team of product specialists and technical experts at TÜV SÜD, developed the AI Quality course content based on current business landscape and market requirements. The experts also undergo relevant upskilling programmes, benefitting from TÜV SÜD’s 150 years of expertise and global heritage.
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