Generative & Predictive AI: Machine Learning on Cloud Platforms

Feeling overwhelmed by the vast world of Artificial Intelligence and Machine Learning? This course demystifies the core concepts and practical applications, focusing on how cloud platforms make these powerful technologies accessible. By the end of this course, you will understand the fundamental principles behind AI and ML, confidently navigate cloud-based tools, and be prepared to build your first generative and predictive models. What you'll learn: Understand core AI and Machine Learning concepts and terminology. Explore the lifecycle of building AI solutions from data to deployment on cloud platforms. Apply foundational techniques for both predictive and generative AI models. Learn basic prompt engineering principles for interacting with generative models. Identify essential cloud services and tools used in machine learning workflows. Practice evaluating model performance and understanding common challenges. This course begins with foundational definitions and key terminology, then progresses through the data-to-AI lifecycle, covering model development, deployment considerations, and practical application scenarios using cloud services. This course is designed for absolute beginners with no prior experience in Artificial Intelligence, Machine Learning, or cloud computing. All you need is a desire to learn. Start your journey into the exciting world of AI and Machine Learning today.