Introduction to AI in the Data Center
- Offered byCoursera
Introduction to AI in the Data Center at Coursera Overview
Duration | 5 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Introduction to AI in the Data Center at Coursera Highlights
- Earn a Certificate upon completion
Introduction to AI in the Data Center at Coursera Course details
- This course will cover an introduction to concepts and terminology that will help you start the journey to AI and GPU computing in the data center
- AI and AI use cases, Machine Learning, Deep Learning, and how training and inference happen in a Deep Learning Workflow
- Deep learning frameworks, AI software stack, and considerations when deploying AI workloads on a data center on prem, in the cloud, on a hybrid model, or on a multi-cloud environment
Introduction to AI in the Data Center at Coursera Curriculum
Introduction to GPU Computing
NVIDIA Training
Welcome to Introduction to AI in the Data Center Course
AI in the Data Center of the Future
Introduction to Artificial Intelligence
Introduction to GPUs
NVIDIA GPU Software
Server-Level Considerations
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Rack Level Considerations
NVIDIA Training
Multi-system AI Clusters
Storage Considerations
Networking Considerations
Reference Architectures
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Data Center Level Considerations
NVIDIA Training
Infrastructure Provisioning and Management
Cluster Orchestration and Job Scheduling
Cluster Management and Monitoring
Power and Cooling Considerations
Colocation Program
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Course Completion Quiz - Introduction to AI in the Data Center
Your next step: Take NVIDIA Certified Associate - Official certification
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