32. Cloud Computing and AI
What is Cloud Computing?
Cloud computing is the delivery of computing services such as servers, storage, databases, networking, software, and analytics over the internet. It allows users to access resources anytime without owning physical hardware.
Cloud systems work closely with concepts explained in operating systems and modern web platforms.
- No need to install heavy software locally
- Pay only for what you use
- Accessible from anywhere
Cloud Service Models
| Service Model | Description | Example Use |
|---|---|---|
| IaaS | Provides virtual hardware resources | Virtual machines |
| PaaS | Provides development platforms | App development |
| SaaS | Provides ready-to-use software | Email, storage |
What is Artificial Intelligence (AI)?
Artificial Intelligence is the ability of machines to simulate human intelligence. AI systems can learn, reason, analyze data, and make decisions.
A strong foundation in artificial intelligence concepts and Python programming is essential to understand AI.
- Machine Learning
- Natural Language Processing
- Computer Vision
- Robotics
Integration of Cloud Computing and AI
Cloud computing provides the infrastructure required to run AI algorithms. AI needs huge data storage, processing power, and scalability, which the cloud offers efficiently.
- Cloud stores massive datasets for AI training
- AI models run faster on cloud servers
- Reduces cost of AI development í
Advantages of Cloud Computing and AI
- Scalability and flexibility
- Cost-effective infrastructure
- Improved decision making
- Automation of tasks
- High data security
Exam-Oriented Key Points
- Define cloud computing and AI clearly
- Explain service models with examples
- Write advantages and applications
- Explain cloud and AI integration
Cloud Computing and AI together form the backbone of modern technology. Cloud provides storage and processing power, while AI delivers intelligence. A clear understanding of this chapter ensures excellent performance in school exams, competitive exams, and future technology careers.