AI for Beginners
About This Course
This WSQ AI for Beginners course introduces participants to the fundamentals of Artificial Intelligence, including Machine Learning, Deep Learning, and Generative AI. You will explore how AI technologies disrupt industries, analyze business opportunities, and review AI use cases to identify innovative solutions. Participants will learn how to compare existing business models with industry trends and apply AI innovation strategies.
The course also covers various AI technologies, including Supervised and Unsupervised Learning, Computer Vision, and NLP, alongside practical methods for implementing AI in business. Gain insights into cost-benefit analysis, change management for AI adoption, success factors, and governance to ensure ethical AI practices. This course equips you with essential tools to leverage AI for business growth effectively.
What You'll Learn
LO1: Compare current business models with industry trends to explore opportunities for AI innovation.
LO2: Identify AI opportunities and assess their feasibility based on cost-benefit analysis.
LO3: Implement AI innovation processes leveraging success factors for effective execution.
Topics Covered:
Topic 1: Introduction to Artificial Intelligence
• Overview of AI, Machine Learning, Deep Learning and Generative AI
• Brief history of AI
• How AI technologies disrupt businesses.
• Use Cases of AI technologies
Topic 2: AI Technologies
• Overview of Various AI Technologies
o Supervised Learning
o Unsupervised Learning
o Computer Vision
o Natural Language Processing (NLP)
o Reinforcement Learning
o Generative AI (GenAI)
• Cost-Benefit Analysis of AI technologies
Topic 3: AI Implementation
• Change management and action plan for AI implementation
• Success factors for AI adoption
• AI ethics and governance
Entry Requirements
• Minimum 1 year of work experience in any sector
• WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
• Proficient in using computers and smartphone