Cloud AI & ML: Building Predictive and Generative Models

Unlock the power of artificial intelligence and machine learning by learning how to implement these technologies on modern cloud platforms. This course provides a foundational understanding of AI and ML concepts, enabling you to design and build projects that leverage both predictive and generative models, preparing you for real-world applications. What you'll learn: * Understand the fundamental concepts of Artificial Intelligence and Machine Learning. * Differentiate between predictive AI and generative AI models and their use cases. * Apply core machine learning algorithms to solve common data-driven problems. * Explore basic principles of generative AI, including prompt engineering techniques. * Learn to leverage cloud platform services for deploying and managing AI/ML solutions. * Practice evaluating model performance and understanding ethical AI considerations. The course begins with essential AI and ML terminology, progressing through foundational model types and practical applications, culminating in an understanding of how to build and manage these systems in a cloud environment. This course is designed for complete beginners with no prior experience in AI, machine learning, or cloud computing. All concepts are introduced from the ground up. Start your journey into the exciting world of cloud-based AI and machine learning today.