Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Generative AI for Cloud Solutions
  • Table Of Contents Toc
Generative AI for Cloud Solutions

Generative AI for Cloud Solutions

By : Paul Singh, Anurag Karuparti
4.9 (9)
close
close
Generative AI for Cloud Solutions

Generative AI for Cloud Solutions

4.9 (9)
By: Paul Singh, Anurag Karuparti

Overview of this book

Generative artificial intelligence technologies and services, including ChatGPT, are transforming our work, life, and communication landscapes. To thrive in this new era, harnessing the full potential of these technologies is crucial. Generative AI for Cloud Solutions is a comprehensive guide to understanding and using Generative AI within cloud platforms. This book covers the basics of cloud computing and Generative AI/ChatGPT, addressing scaling strategies and security concerns. With its help, you’ll be able to apply responsible AI practices and other methods such as fine-tuning, RAG, autonomous agents, LLMOps, and Assistants APIs. As you progress, you’ll learn how to design and implement secure and scalable ChatGPT solutions on the cloud, while also gaining insights into the foundations of building conversational AI, such as chatbots. This process will help you customize your AI applications to suit your specific requirements. By the end of this book, you’ll have gained a solid understanding of the capabilities of Generative AI and cloud computing, empowering you to develop efficient and ethical AI solutions for a variety of applications and services.
Table of Contents (18 chapters)
close
close
Lock Free Chapter
1
Part 1:Integrating Cloud Power with Language Breakthroughs
4
Part 2: Techniques for Tailoring LLMs
8
Part 3: Developing, Operationalizing, and Scaling Generative AI Applications
11
Part 4: Building Safe and Secure AI – Security and Ethical Considerations
14
Part 5: Generative AI – What’s Next?

NLP Evolution and Transformers: Exploring NLPs and LLMs

In the previous introductory chapter, you gained a fundamental understanding of generative AI, including a primer on the growing complexity of generative AI applications, along with a brief introduction to cloud computing for scalability and cost-effectiveness and the key components of data storage, security, and collaboration. You also learned one of the more exciting aspects of generative AI, which can also be a hurdle, which is how to stay up to date with cutting-edge AI technologies such as GenAI.

In this chapter, we will explore the capabilities of ChatGPT, specifically with regard to its conversation input and response abilities. We will delve deeper into how LLMs are able to understand and respond to user queries and learn and adapt to new information. The information provided will be useful for individuals who are looking to understand more about how AI assistants, such as ChatGPT, work and how they can be utilized...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Generative AI for Cloud Solutions
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon