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Professional Certification in AI for Business Leaders - Asia School of Business

Professional Certification in AI for
Business Leaders

(HRDCorp Course Series No: 10001443279)

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Overview

This course is designed for forward-thinking business leaders who seek to understand Artificial Intelligence (AI) and its transformative impact on the business world. You will embark on a journey through the history and evolution of AI, gaining insights into how these technologies have shaped and will continue to revolutionize various industries. We will explore the ethical considerations and societal implications of AI, ensuring you are equipped to make responsible decisions in a technology-driven future.

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Diving deeper, the course offers a primer on foundational AI concepts, including neural networks, convolutional neural networks, text embeddings, clustering, transformers, and large language models (LLMs). While the technical aspects are simplified for a business-oriented audience, you will gain enough understanding to effectively communicate with technical teams and leverage AI in business contexts. A significant focus will be on the application of LLMs to solve real-world business challenges.

By the end of this course, you will not only have a thorough understanding of AI technologies but also possess the strategic mindset to lead AI initiatives and drive innovation in your organization. Whether you are aspiring to be a C-suite executive, an entrepreneur, or a business strategist, this course will equip you with the knowledge and skills to succeed in the AI-augmented business landscape.

The course integrates pre-recorded video lectures with interactive live sessions to provide an engaging and hands-on learning experience, making it accessible and enjoyable for non-technical beginners in AI.

Course Outline

Through a combination of videos, quizzes, andbcoding exercises during our live sessions, you will achieve the following:

  1. History and Evolution of AI

    Acquire a comprehensive understanding of the development and progression of AI technologies, recognizing their transformative impact on diverse industries.

  2. Foundational AI Concepts

    Attain insights into core AI principles, including neural networks, convolutional neural networks, text embeddings, clustering, and large language models (LLMs), tailored specifically for a business-oriented audience.

  3. Practical AI Applications

    Master the application of AI concepts to address and solve real-world business challenges effectively, including developing custom GPT models tailored to specific business problems.

  4. Strategic AI Leadership

    Cultivate a strategic mindset necessary for leading AI initiatives and fostering innovation within your organization.

  5. Ethics and Societal Implications

    Delve into the ethical considerations and societal ramifications of AI, equipping yourself to make responsible and informed decisions in a technology-driven landscape.

  6. Communication with Technical Teams

    Develop the capability to articulate AI concepts and requirements effectively, ensuring clear and productive communication with technical teams.

Course Learning Outcomes
At the end of the course, you will be able to:
  1. Evaluate the effectiveness of different AI models for solving real-world business problems.
  2. Analyze the ethical considerations and societal implications of AI technologies in various business contexts.
  3. Adapt an AI-based solution to optimize a business process.
Who should take the course?
  1. Business leaders and executives seeking to understand and leverage AI for strategic decision-making.
  2. Entrepreneurs aiming to incorporate AI technologies into their business models.
  3. Aspiring C-suite executives who want to lead AI-driven initiatives.
  4. Professionals in non-technical roles who need to effectively communicate with technical teams.
  5. Individuals interested in gaining a foundational understanding of AI and its applications in the business world.
  6. Business strategists looking to drive innovation and competitive advantage through AI.

*Those in Klang Valley are highly encouraged to participate in the live-sessions (hackathons) fully in person.

Requirements/Prerequisite

No technical background is required; however, it would be good for participants to have basic familiarity with Python. For beginners, we recommend that you watch introductory Python videos on YouTube.

We will be using the following software for our course. Most are available for free, though some, like ChatGPT Plus, require a subscription:

  1. Google Colab (Python Notebook) www.colab.new
  2. ChatGPT (Plus recommended) www.chatgpt.com
  3. OpenAI Playground platform.openai.com/playground
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