Specialized Training Center | Certified Artificial Intelligence Professional

Certified Artificial Intelligence Professional

Certified Artificial Intelligence Professional
  • Overview
  • Registration
Introduction

This course offers a comprehensive exploration into the transformative power of Artificial Intelligence (AI), specifically focusing on generative AI, large language models, AI governance, and MLOps (Machine Learning Operations). Designed to bridge the gap between theoretical knowledge and practical application, the curriculum is crafted to facilitate a deep understanding of AI's role in driving business innovation and efficiency.

 


Goals

Participants will engage in a dynamic learning environment, characterized by collaborative real world case studies, hands on exercises, and strategic discussions.

 


Training Methodology

This course is designed for senior, middle and high potential management who recognize that digital transformation and AI is unavoidable; and for those who understand that continuous improvement, innovation and disruption is part of doing business and want to be prepared and reap the benefits of Artificial Intelligence.

In short, this course is for managers wanting to identify what AI can do for them and to drive Digital Transformation, rather than understand the technical methodologies of what happens underneath its hood.

Understanding of basic technology concepts such as data and cloud is helpful but not required.


Target Groups

This course is designed for senior, middle and high potential management who recognize that digital transformation and AI is unavoidable; and for those who understand that continuous improvement, innovation and disruption is part of doing business and want to be prepared and reap the benefits of Artificial Intelligence.

In short, this course is for managers wanting to identify what AI can do for them and to drive Digital Transformation, rather than understand the technical methodologies of what happens underneath its hood.

Understanding of basic technology concepts such as data and cloud is helpful but not required.


Program Content

Introduction to Artificial Intelligence (AI), Machine Learning (ML) and Data Science

  • AI in a historical setting and combinatorial technologies.
  • Human and artificial intelligence.
  • Introduction to AI, concepts, narrow and general AI.
  • Different types of AI, including generative AI.
  • The thinking in AI: Machine learning.

Advanced Analytics vs Artificial Intelligence

  • Gartner’s  ascendancy model.
  • 4 types of data analytics.
  • Analytics value chain.

Algorithms without technical jargon

  • Supervised learning.
  • Unsupervised learning.
  • Reinforcement learning.
  • Transformer and large language models.

Data as fuel for AI

  • Structured and unstructured data.
  • The 5 V’s of data.
  • Importance of quality data.
  • Data management and governance.

AI and robotics

  • 4 rational agents.
  • Intelligent agents.
  • Robotic paradigms.
  • Agents, robotics and reinforcement learning.

AI opportunities

  • Successful use cases by Porter’s value chain.
  • Successful use cases by technology.
  • Natural language processing.
  • Image recognition.

Ideation of AI projects

  • AI funnel process.
  • Several idea generation approaches.
  • Prioritizing projects.
  • AI project canvas.

Running AI projects

  • Machine learning life cycle.
  • AI machine learning canvas.
  • Build or buy decisions.

How to transform to an AI ready organization

  • AI strategy and framework.
  • Dimensions of the AI framework.
  • Practical approach to assess AI maturity.
  • Best organizational structures.
  • Benefits of an AI Center of Excellence.
  • Skills and competencies.

AI, risks, opportunities, ethics and sustainability

  • Universal design.
  • Challenges and risks, technology readiness levels.
  • Ethical and trustworthy AI.
  • 3 areas of sustainability and 17 UN goals.

Code Date of meeting Place Course Price
DIT4 23 - 27 June 2024 Online training $3,900 Register
DIT4 23 - 27 June 2024 Dubai-Emirates $3,900 Register
DIT14 1 - 5 September 2024 Online training $3,900 Register
DIT14 1 - 5 September 2024 Dubai-Emirates $3,900 Register
DIT24 10 - 14 November 2024 Online training $3,900 Register
DIT24 10 - 14 November 2024 Dubai-Emirates $3,900 Register