AI and ML Essentials: Building on AWS

Artificial intelligence and machine learning are transforming industries, but navigating their complex concepts and tools can be daunting. This course provides a clear, text-based path to understanding the essential principles of AI and ML, equipping you with the knowledge to leverage AWS for practical applications. You will develop a foundational understanding of key algorithms, models, and ethical considerations, preparing you to engage with modern AI/ML projects. What you'll learn: * Understand the fundamental concepts of artificial intelligence and machine learning. * Explore various machine learning types, algorithms, and model evaluation techniques. * Learn how core AWS services support the AI and ML development lifecycle. * Grasp the significance and application of foundation models in modern AI. * Apply principles of responsible AI to build ethical and fair systems. * Practice setting up and managing basic AI/ML workflows within the AWS environment. The course begins with foundational AI and ML terminology and concepts, progressing to practical explanations of AWS services relevant to these fields. You will then explore advanced topics like foundation models and responsible AI, concluding with guidance on applying your knowledge. This course is designed for absolute beginners with no prior experience in AI, machine learning, or cloud computing, seeking a solid entry point into the field. Start your journey into the world of AI and ML with a strong AWS foundation today.