Introduction to Responsible AI in Practice Training in Nigeria

  • Learn via: Classroom
  • Duration: 1 Day
  • Price: From €1,170+VAT
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.

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We can host this training at your preferred location.

Prerequisites

  • Familiarity with basic concepts of machine learning
  • Familiarity with basic concepts of generative AI on Google Cloud in Vertex AI
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What You Will Learn

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
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Outline

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

Avaible Training Dates

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

04 April 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
08 April 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
11 May 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
13 May 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
21 May 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
18 June 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
22 June 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
25 June 2025 (1 Day)
Lagos, Onitsha, Kano
Classroom / Virtual Classroom
€1,170 +VAT
Introduction to Responsible AI in Practice Training Course in Nigeria

Nigeria is located on the western coast of Africa. As the most populous country in Africa, Nigeria is a multinational union with more than 250 ethic groups. Even though the official language is English, there are over 520 native languages spoken in Nigeria. Their huge reserve of petroleum plays a crucial role in the Nigerian economy. While Abuja is the capital of Nigeria, its largest city is Lagos.

Nigeria is a member of the African Union and the British Commonwealth. Nigeria is named after the great Niger River and its national animal is an eagle. Nationals Parks are quite common in Nigeria and all of them are vast and breathtaking. Gashaka Gumti, Kainji Lake, Yankari and Okomu are the most popular national parks.

Broaden your IT expertise with our wide-ranging courses, covering programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Count on our seasoned instructors to deliver immersive training and practical insights wherever you choose in Nigeria.
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