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AI Model Development & Deployment

Learn to develop, train, and deploy AI models on decentralized infrastructure

14 weeksRequires: 2 coursesOnchain Certificate

Course Modules

1

AI Model Fundamentals

3 weeks
  • •Machine learning basics
  • •Deep learning architectures
  • •Model training pipelines
  • +2 more topics
2

Model Optimization

3 weeks
  • •Model quantization
  • •Pruning and compression
  • •Distributed training
  • +2 more topics
3

Decentralized Training

4 weeks
  • •Federated learning
  • •Distributed training on GPU marketplace
  • •Privacy-preserving training
  • +2 more topics
4

Deployment & Production

4 weeks
  • •Model deployment strategies
  • •API development for models
  • •Monitoring and maintenance
  • +2 more topics

Learning Outcomes

  • Develop and train AI models
  • Optimize models for production
  • Deploy models on decentralized infrastructure
  • Manage model lifecycle in production

Practical Projects

Train a custom model
Deploy model to OpenxAI
Build model API
Full ML pipeline project
Start Learning

OpenR&D Integration

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