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Active Track
AdvancedVer. 2.0.26

AI Model Development & Deployment

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

Duration
14 weeks
Rewards
+100 Points
Certification
On-chain NFT
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Progress automatically synced to Docker DB

Curriculum Modules

4 Total Chapters
ChapterTopic & ObjectivesDurationAction
01AI Model Fundamentals
Machine learning basicsDeep learning architecturesModel training pipelinesModel evaluation and metricsTransfer learning
3 weeks
02Model Optimization
Model quantizationPruning and compressionDistributed trainingPerformance optimizationCost optimization strategies
3 weeks
03Decentralized Training
Federated learningDistributed training on GPU marketplacePrivacy-preserving trainingModel versioningTraining data management
4 weeks
04Deployment & Production
Model deployment strategiesAPI development for modelsMonitoring and maintenanceA/B testing modelsProduction best practices
4 weeks

Learning Outcomes

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

Prerequisites

decentralized-aiopenxai-platform