Foundational AI and ML for Cloud Development

The world of AI and machine learning is rapidly expanding, and cloud platforms offer accessible ways to build intelligent applications. Discover how cloud services make AI and machine learning accessible for creating intelligent applications. This course will equip you with the fundamental knowledge and practical understanding to design, develop, and deploy basic generative and predictive AI models using scalable cloud infrastructure. You will gain clarity on core AI/ML concepts and their application in real-world scenarios. What you'll learn: * Understand foundational concepts of Artificial Intelligence and Machine Learning. * Explore the principles behind both predictive and generative AI models. * Learn how cloud services simplify the development and deployment of ML solutions. * Apply basic prompt engineering techniques for generative AI applications. * Practice building simple predictive models using cloud-based tools. * Grasp fundamental MLOps concepts for managing the ML lifecycle. This course starts with essential AI and ML terminology, progresses through core model types, and then guides you through practical application using cloud-based services for both generative and predictive projects. This course is designed for absolute beginners with no prior experience in AI, machine learning, or cloud computing. No prerequisites are required. Begin your journey into the exciting world of cloud-powered AI today.