Fundamentals of Machine Learning and Artificial Intelligence

In this course, you will learn about the foundations of machine learning (ML) and artificial intelligence (AI). You will explore the connections between AI, ML, deep learning, and the emerging field of generative artificial intelligence (generative AI). You will gain a solid understanding of foundational AI terms, laying the groundwork for a deeper dive into these concepts. Additionally, you will learn about a selection of Amazon Web Services (AWS) services that use AI and ML capabilities. You will gain practical insights into how these tools can be used to solve real-world problems and drive innovation across various industries. 

• AI and machine learning fundamentals
• Deep learning and generative AI awareness
• Technology mapping for real-world problem solving
• Understanding AWS services for AI and ML

• Develop a strong conceptual understanding of key AI and ML terminology and frameworks
• Identify how AI, ML, and generative AI relate to one another and where they are applied
• Gain exposure to AWS tools that enable innovation through intelligent automation and data-driven insights

• Interactive elements with guided explanations and activities
• Instructional videos and illustrative content
• Hands-on examples of AI use cases with AWS
• Certificate of completion