Introduction to Responsible AI in Practice Training in Switzerland

  • Learn via: Classroom
  • Duration: 1 Day
  • Price: From €1,170+VAT
We can host this training at your preferred location. Contact us!

In this course, you will do a high-level exploration of Google's recommended best practices for responsible AI usage across different areas of focus.

The development of AI has created new opportunities to improve the lives of people around the world, from business to healthcare to education. It has also raised new questions about the best way to build fairness, interpretability, privacy, and safety into these systems.

In this course, you will do a high-level exploration of Google's recommended best practices for responsible AI usage across different areas of focus: Fairness, Interpretability, Privacy and Safety. Along the way, you will learn how you can leverage different open-source tools and tools on Vertex AI to explore these concepts and spend time considering the different challenges that arise with generative AI.



Is This The Right Course?

  • Familiarity with basic concepts of machine learning
  • Familiarity with basic concepts of generative AI on Google Cloud in Vertex AI

Who Should Attend?

Machine learning practitioners and AI application developers wanting to leverage generative AI in a responsible manner.

  • Familiarity with basic concepts of machine learning
  • Familiarity with basic concepts of generative AI on Google Cloud in Vertex AI

Students will learn,

  • Overview of Responsible AI principles and practices
  • Implement processes to check for unfair biases within machine learning models
  • Explore techniques to interpret the behavior of machine learning models in a human-understandable manner
  • Create processes that enforce the privacy of sensitive data in machine learning applications
  • Understand techniques to ensure safety for generative AI-powered applications

Module 1: AI Principles and Responsible AI

  • Google's AI Principles
  • Responsible AI practices
  • General best practices

Module 2: Fairness in AI

  • Overview of Fairness in AI
  • Examples of tools to study fairness of datasets and models

Module 3: Interpretability of AI

  • Overview of Interpretability in AI
  • Metric selection
  • Taxonomy of explainability in ML Models
  • Examples of tools to study interpretability

Module 4: Privacy in ML

  • Overview of Privacy in ML
  • Data security
  • Model security
  • Security for Generative AI on Google Cloud

Module 5: AI Safety

  • Overview of AI Safety
  • Adversarial testing
  • Safety in Gen AI Studio


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

Upcoming Trainings

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

08 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
08 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
10 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
10 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
13 Mart 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
04 Nisan 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
13 Mart 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
08 Nisan 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom
Introduction to Responsible AI in Practice Training Course in Switzerland

Switzerland, or officially known as the Swiss Confederation, is a federated country of central Europe. Because of its linguistic diversity, Switzerland is known by a variety of native names, such as Schweiz, Suisse, Svizzera and Svizra. While Bern is the administrative capital, Lausanne is the judicial centre of Switzerland. Zurich, Geneva and Basel are bases of some important international organisations such as the WTO, the WHO and FIFA. The country is well-known for its high welfare; Switzerland has the highest nominal wealth per adult.

Alongside the beautiful scenery, tourists visit Switzerland for the country's cultural attractions. There are many museums, galleries and historic buildings within popular cities such as Zurich, Geneva, and Lausanne. One of the most popular things to do is a train journey to the Top of Europe; Jungfraujoch. The longest glacier in Europe, the Great Aletsch Glacier begins at Jungfraujoch, and is also a UNESCO World Heritage Site.

Experience a paradigm shift in IT training with Bilginç IT Academy as we cater to the specific needs of Switzerland. Our training catalog showcases an array of Certification Exam preparation courses and accredited corporate training options, all delivered with innovative methodologies that will transform your learning journey.
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