Course Overview
AI isn't just for technical experts. This course is designed for those without a technical background, offering insights into AI technologies and showing how to identify AI application opportunities in your organization. It provides real-world examples of AI's capabilities and limitations. Additionally, it explores the impact of AI on society and guides you in adapting to these technological shifts. This course also clarifies major buzzwords and shows examples of applications and where they can bring value.
For non-technical business professionals, this course is an invaluable resource to grasp AI and develop a robust AI strategy. Conversely, if you're a machine learning engineer or data scientist, this course is perfect to recommend to your business professional peers, your manager or VP to help them comprehend your capabilities and limitations in the field of AI.
Who should attend
- Business Professionals
- Budding AI Enthusiasts
- Everyone who is interested in AI
Course Objectives
This course is designed to equip everyone with a basic understanding of Artificial Intelligence (AI), its practical applications in the real world and its broader implications on society. Whether you're a business professional, a budding AI enthusiast, or someone curious about the impact of AI, this course will guide you through the essential aspects of AI.
Course Content
What is AI
- Introduction to the topic
- AI and its subfields
- Data and its definition in the context of AI
- Learn essential AI terminology to navigate the field with ease
- Understand the capabilities and limitations of Machine Learning, a critical subfield of AI
- Get an intuitive introduction to learning algorithms, including deep learning, and their practical applications
Building AI Projects
- Master the process of developing machine learning and data science projects
- Learn to use and handle data effectively
- Learn the criteria for selecting impactful AI projects suitable for your organization
- Understand the dynamics of collaborating and communicating with an AI team
Using AI in your Company
- Delve into real-world use cases to comprehend AI's practical applications
- Typical roles of an AI team
- Study a sample AI transformation playbook to guide your company’s AI adoption.
- Learn about common pitfalls in AI implementation and strategies to avoid them.
- How to take your first step in AI
- Survey major AI applications and techniques currently shaping various industries
AI and Society
- Demystify the hype around AI, gaining a realistic perspective of its capabilities and limitations.
- Bias in AI applications
- Understand adversarial attacks in AI and how they can be countered.
- Discuss the malicious usage of AI (Adverse use)
- Examine the impact of AI on job opportunities and the workforce
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