Month 13: AI Hardware and Systems
Week 1: AI Accelerators and Hardware
- Day 1: Introduction to AI Hardware
- Day 2: Understanding GPUs for AI
- Day 3: Understanding TPUs and Other AI Accelerators
- Day 4: FPGA and ASICs in AI
- Day 5: Hardware Considerations for AI Deployment
Week 2: AI System Design
- Day 1: Introduction to AI System Design
- Day 2: Power and Thermal Considerations in AI Systems
- Day 3: Memory and Storage in AI Systems
- Day 4: Understanding Scalability in AI Systems
- Day 5: Case Studies in AI System Design
Week 3: Edge AI and IoT
- Day 1: Introduction to Edge AI
- Day 2: Understanding the Internet of Things (IoT)
- Day 3: AI at the Edge: Benefits and Challenges
- Day 4: AI for IoT: Use Cases and Applications
- Day 5: Practical application and a mini-project
Week 4: AI in Cloud Computing
- Day 1: Introduction to Cloud Computing
- Day 2: Understanding AI Services in the Cloud
- Day 3: AI on AWS, Google Cloud, and Azure
- Day 4: Scaling AI in the Cloud
- Day 5: Practical application and a mini-project
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