About this ebook
Cloud AI makes it possible to access powerful artificial intelligence and machine learning capabilities through online platforms without having to build and maintain all the underlying infrastructure yourself. This book introduces the fundamentals of cloud AI and explains how modern cloud platforms can be used for generative AI, automation, data analysis, intelligent applications, machine learning, and other practical workloads.
You will learn how cloud AI works, how AI services are delivered through the cloud, how to choose appropriate tools for different tasks, and how to get started with common cloud AI workflows. The guide also introduces important concepts such as AI models, APIs, prompts, machine learning, cloud storage, computing resources, AI agents, and responsible AI.
Inside this book, you will learn:
Understanding cloud computing and artificial intelligence
What cloud-based AI means and how it works
Generative AI and large language models
AI models, prompts, APIs, and AI applications
Getting started with cloud AI platforms
Cloud-based machine learning fundamentals
AI-powered text, language, speech, and vision services
Using cloud AI for content generation and automation
Building simple AI-powered applications
AI assistants and intelligent agents
Working with cloud data and AI services
Understanding AI APIs and developer tools
Basic model deployment and AI workflows
Cloud AI security, privacy, and access management
Managing costs and choosing appropriate AI services
Testing and evaluating AI-generated results
Responsible and ethical use of artificial intelligence
Practical beginner workflows for learning and experimenting with cloud AI
The book introduces concepts and examples associated with major cloud AI ecosystems, including services available through platforms such as AWS, Google Cloud, and Microsoft Azure. AWS provides services such as Amazon Bedrock and SageMaker AI, while Google Cloud provides generative AI and machine-learning services through its cloud AI platform. Microsoft also provides foundational Azure AI learning and services for AI solution development.
Whether you are a student, entrepreneur, freelancer, business professional, aspiring developer, or technology beginner, Cloud AI Tools provides a straightforward starting point for understanding cloud-based artificial intelligence and exploring how these technologies can be applied to real-world projects.
