Advanced NLP with Amazon Bedrock

• Titel: Advanced NLP with Amazon Bedrock
• Mitwirkende: Gift, Noah [MitwirkendeR]
• Institutionen: Pragmatic AI Labs (Firm), [Verlag]
• Verf.angabe: Noah Gift
• Ausgabe: [First edition].
• Verlagsort: [Place of publication not identified]
• Verlag: Pragmatic AI Labs
• E-Jahr: 2024
• Jahr: [2024]
• Umfang: 1 online resource (1 video file (58 min.))
• Illustrationen: sound, color
• Fussnoten: Online resource; title from title details screen (O’Reilly, viewed December 30, 2024)
• Datenträger: Online-Ressource
• Sprache: eng
• Form-SW: Instructional films
• Form-SW: Nonfiction films
• Form-SW: Internet videos
• K10plus-PPN: 1916329179
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4660774821
• Lokale URL Inst.: Zum Volltext

Abstract

Course Overview Master advanced natural language processing techniques using Amazon Bedrock and modern AI architectures. Learn to implement production-ready NLP pipelines, manage sophisticated prompting systems, and build hybrid local-cloud solutions using Rust and AWS services. Module 1: Fundamentals of Amazon Bedrock Understanding token processing lifecycle and optimization Implementing NLP architecture with CloudFront CDN integration Managing prompts through version control and testing Developing CLI-based prompt management systems Module 2: Advanced Implementation and Tools Building sophisticated NLP agent pipelines Implementing chain-of-thought prompting with FiveWise methodology Creating concurrent media transcription systems Developing hybrid local-cloud NLP tools with Rust Module 3: Course Wrap-up Reviewing implementation best practices Understanding deployment strategies Planning for production scenarios Key Technologies Covered Amazon Bedrock AWS CloudFront and API Gateway Rust Programming Language FFmpeg for Media Processing Ollama for Local Model Deployment CI/CD Integration SVG Generation Tools.