Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Prøv nu
DK - Details page - Device banner - 894x1036
Cover for Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications

Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications

Varighed
6T 44M
Sprog
Engelsk
Format
Kategori

Fakta

Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology.

You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images.

You'll also discover how to apply generative AI to your business use cases; determine which generative AI models are best suited to your task; perform prompt engineering and in-context learning; fine-tune generative AI models on your datasets with low-rank adaptation (LoRA); align generative AI models to human values with reinforcement learning from human feedback (RLHF); augment your model with retrieval-augmented generation (RAG); explore libraries such as LangChain and ReAct to develop agents and actions; and build generative AI applications with Amazon Bedrock.

© 2025 Ascent Audio (Lydbog): 9781663754066

Udgivelsesdato

Lydbog: 29. juli 2025

Andre kan også lide...

  1. Machine Learning and Statistical Modeling: The Art and Science of Machine Learning  and Statistical Modeling
    Machine Learning and Statistical Modeling: The Art and Science of Machine Learning and Statistical Modeling Sam Green
  2. Programming for Beginners: Coding Essentials
    Programming for Beginners: Coding Essentials Craig Dames
  3. Cloud Data Modeling: Principles, Practices, and Practical Applications
    Cloud Data Modeling: Principles, Practices, and Practical Applications May Sherry
  4. RAG, LLM's and Prompt Engineering: A Comprehensive Guide on Retrieval-Augmented Generation (RAG) Technology, Large Language Models (LLM's), and Prompt Engineering
    RAG, LLM's and Prompt Engineering: A Comprehensive Guide on Retrieval-Augmented Generation (RAG) Technology, Large Language Models (LLM's), and Prompt Engineering Et Tu Code
  5. A Guide to Data Science in the Big Data Era: Big Data Explained: A Comprehensive Guide to Data Science Applications
    A Guide to Data Science in the Big Data Era: Big Data Explained: A Comprehensive Guide to Data Science Applications Alexander Clarke
  6. Machine Learning and Predictive Modeling: Turning Data into Action
    Machine Learning and Predictive Modeling: Turning Data into Action Chuck Sherman
  7. Computer Systems and Networking for Beginners: Comprehensive Guide to the Fundamentals of Technology and Connectivity
    Computer Systems and Networking for Beginners: Comprehensive Guide to the Fundamentals of Technology and Connectivity James Ferry
  8. Code Generation AI: Exploring the World of Automated Code Synthesis
    Code Generation AI: Exploring the World of Automated Code Synthesis Et Tu Code
  9. Reinforcement Learning: Machine Learning, Gamma, and Inventory Management
    Reinforcement Learning: Machine Learning, Gamma, and Inventory Management David Feldspar
  10. Data Science on AWS: Unleashing the Power of Cloud Computing for Innovative Data Insights
    Data Science on AWS: Unleashing the Power of Cloud Computing for Innovative Data Insights Saimon Carrie
  11. Python Machine Learning for Beginners: Python Machine Learning Essentials. Build Your First AI Application
    Python Machine Learning for Beginners: Python Machine Learning Essentials. Build Your First AI Application Brian Murray
  12. Edge Computing: Transforming Data Management at the Network Periphery
    Edge Computing: Transforming Data Management at the Network Periphery James Ferry
  13. Effective Machine Learning Teams: Best Practices for ML Practitioners
    Effective Machine Learning Teams: Best Practices for ML Practitioners David Colls
  14. Natural language processing: Decoding Human Language: Algorithms, Techniques, and Applications
    Natural language processing: Decoding Human Language: Algorithms, Techniques, and Applications Robert Patel
  15. Data Engineering with AWS: Building Next-Gen Data Architectures on AWS
    Data Engineering with AWS: Building Next-Gen Data Architectures on AWS May Sherry
  16. Mastering Complexity: A Comprehensive Guide to Big O Complexity and DSA Problem Solving
    Mastering Complexity: A Comprehensive Guide to Big O Complexity and DSA Problem Solving DSA Shots
  17. Algorithms: Practical Guide to Learn Algorithms For Beginners
    Algorithms: Practical Guide to Learn Algorithms For Beginners Andy Vickler
  18. Cloud Computing for Beginners: A Comprehensive Beginner's Guide to Understanding the Power and Potential of Cloud Technology
    Cloud Computing for Beginners: A Comprehensive Beginner's Guide to Understanding the Power and Potential of Cloud Technology James Ferry
  19. Introduction to Artificial Intelligence - A Comprehensive Guide
    Introduction to Artificial Intelligence - A Comprehensive Guide Ruchini Kaushalya
  20. Cloud Computing's Next Horizon: Redefining Business Operations: A Comprehensive Guide to Cloud Solutions
    Cloud Computing's Next Horizon: Redefining Business Operations: A Comprehensive Guide to Cloud Solutions John Anderson
  21. Business Technology Development Strategy Bundle: Artificial Intelligence, Blockchain Technology and Machine Learning Applications for Business Systems
    Business Technology Development Strategy Bundle: Artificial Intelligence, Blockchain Technology and Machine Learning Applications for Business Systems Bob Mather
  22. Modern Software Engineering for Beginners: Journey into the World of IT Solutions
    Modern Software Engineering for Beginners: Journey into the World of IT Solutions Daniel Green
  23. Javascript: 3 books in 1 : Javascript Basics for Beginners + Javascript Front End Programming + Javascript Back End Programming
    Javascript: 3 books in 1 : Javascript Basics for Beginners + Javascript Front End Programming + Javascript Back End Programming Andy Vickler
  24. In-Memory Computing: Revolutionizing Data Processing and Analytics for Real-Time Decision-Making in the Age of Big Data
    In-Memory Computing: Revolutionizing Data Processing and Analytics for Real-Time Decision-Making in the Age of Big Data James Henry
  25. Feature-Driven Development
    Feature-Driven Development Daniel Green
  26. Transcend: Unlocking Humanity in the Age of AI
    Transcend: Unlocking Humanity in the Age of AI Faisal Hoque
  27. Agile Project Management for Beginners: Introduction to Basics of Flexibility and Collaboration in Project Success
    Agile Project Management for Beginners: Introduction to Basics of Flexibility and Collaboration in Project Success Ben Rizer
  28. Agile Methodologies: A Comprehensive Guide to Agile Practices and Principles
    Agile Methodologies: A Comprehensive Guide to Agile Practices and Principles May Sherry
  29. Python Data Ecosystem: Navigating the Landscape of Data Engineering
    Python Data Ecosystem: Navigating the Landscape of Data Engineering Daniel Garfield
  30. Puzzle Your Way to Engineering Success: "Elevate your engineering exam prep! Dive into impactful audio lessons for ultimate success."
    Puzzle Your Way to Engineering Success: "Elevate your engineering exam prep! Dive into impactful audio lessons for ultimate success." Cyrus Pendleton
  31. Facilitating Software Architecture: Empowering Teams to Make Architectural Decisions
    Facilitating Software Architecture: Empowering Teams to Make Architectural Decisions Andrew Harmel-Law
  32. Software development and Organizational transformation: Aligning Technology and Strategy for Lasting Business Impact
    Software development and Organizational transformation: Aligning Technology and Strategy for Lasting Business Impact Sam Claydon
  33. Introduction to Software Development: From Idea to Application
    Introduction to Software Development: From Idea to Application Craig Dames
  34. Scrumban: Advanced Metrics and Insights for Scrumban Success
    Scrumban: Advanced Metrics and Insights for Scrumban Success James Henry
  35. The Evolution of Software Development Methodologies: Navigating the Paths of Creation: An Overview of Software Development Methodologies
    The Evolution of Software Development Methodologies: Navigating the Paths of Creation: An Overview of Software Development Methodologies Sophia Wilson
  36. When Machines Learn: AI and the Transformation of Society
    When Machines Learn: AI and the Transformation of Society Lars Meyer
  37. BASIC Skills to Code like a Pro in No Time: "Elevate your coding skills! Experience dynamic audio lessons designed for rapid proficiency in no time."
    BASIC Skills to Code like a Pro in No Time: "Elevate your coding skills! Experience dynamic audio lessons designed for rapid proficiency in no time." Fintan Carrick
  38. Scrumban: Comprehensive Guide to Hybrid Agile Project Management
    Scrumban: Comprehensive Guide to Hybrid Agile Project Management James Henry
  39. Computer Systems and Networking for Beginners: Advanced Strategies and Techniques in Computer Systems and Networking for Optimal Efficiency and Scalability
    Computer Systems and Networking for Beginners: Advanced Strategies and Techniques in Computer Systems and Networking for Optimal Efficiency and Scalability Saimon Carrie
  40. From Winging to Winning: Leveraging AI to  Optimize Sales Engagements
    From Winging to Winning: Leveraging AI to Optimize Sales Engagements Alistair McQuade
  41. Data Mesh Architecture: Achieving Excellence in Efficiency and Innovation
    Data Mesh Architecture: Achieving Excellence in Efficiency and Innovation Simon Winston
  42. Agile Project Management with Scrum: Advanced Strategies for  Agile Project Management with Scrum
    Agile Project Management with Scrum: Advanced Strategies for Agile Project Management with Scrum Jacob Richardson
  43. Machine learning - The Dark Side Of AI: the genie is out of the lamp - and he's not going back
    Machine learning - The Dark Side Of AI: the genie is out of the lamp - and he's not going back Devon Zander

Vælg dit abonnement

  • Over 600.000 titler

  • Download og nyd titler offline

  • Eksklusive titler + Mofibo Originals

  • Børnevenligt miljø (Kids Mode)

  • Det er nemt at opsige når som helst

Den mest populære

Premium

For dig som lytter og læser ofte.

129 kr. /måned
  • 1 konto

  • 100 timer/måned

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Unlimited

For dig som lytter og læser ubegrænset.

149 kr. /måned
  • 1 konto

  • Ubegrænset adgang

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Family

For dig som ønsker at dele historier med familien.

Fra 179 kr. /måned
  • 2-6 konti

  • 100 timer/måned pr. konto

  • Fri lytning til podcasts

  • Kun 39 kr. pr. ekstra konto

  • Ingen binding

2 konti

179 kr. /måned
Start tilbuddet

Flex

For dig som vil prøve Mofibo.

89 kr. /måned
  • 1 konto

  • 20 timer/måned

  • Gem op til 100 ubrugte timer

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Prøv gratis