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Mastering NLP from Foundations to LLMs

You're reading from   Mastering NLP from Foundations to LLMs Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python

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Product type Paperback
Published in Apr 2024
Publisher Packt
ISBN-13 9781804619186
Length 340 pages
Edition 1st Edition
Languages
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Authors (2):
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Meysam Ghaffari Meysam Ghaffari
Author Profile Icon Meysam Ghaffari
Meysam Ghaffari
Lior Gazit Lior Gazit
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Lior Gazit
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Table of Contents (14) Chapters Close

Preface 1. Chapter 1: Navigating the NLP Landscape: A Comprehensive Introduction FREE CHAPTER 2. Chapter 2: Mastering Linear Algebra, Probability, and Statistics for Machine Learning and NLP 3. Chapter 3: Unleashing Machine Learning Potentials in Natural Language Processing 4. Chapter 4: Streamlining Text Preprocessing Techniques for Optimal NLP Performance 5. Chapter 5: Empowering Text Classification: Leveraging Traditional Machine Learning Techniques 6. Chapter 6: Text Classification Reimagined: Delving Deep into Deep Learning Language Models 7. Chapter 7: Demystifying Large Language Models: Theory, Design, and Langchain Implementation 8. Chapter 8: Accessing the Power of Large Language Models: Advanced Setup and Integration with RAG 9. Chapter 9: Exploring the Frontiers: Advanced Applications and Innovations Driven by LLMs 10. Chapter 10: Riding the Wave: Analyzing Past, Present, and Future Trends Shaped by LLMs and AI 11. Chapter 11: Exclusive Industry Insights: Perspectives and Predictions from World Class Experts 12. Index 13. Other Books You May Enjoy

Behavioral trends induced by AI and LLMs – the social aspect

The proliferation of AI, particularly advanced models such as LLMs, has had a profound impact on social behavior. This influence ranges from everyday tasks to broader communication trends. As AI integrates into the fabric of daily life, it shapes behaviors, introduces new norms, and occasionally raises concerns. Here, we dive into these behavioral shifts.

Personal assistants becoming indispensable

With the increase in AI-driven virtual assistants such as Siri, Alexa, and Google Assistant, people are increasingly relying on these tools for daily tasks. Whether it’s setting up appointments, checking the weather, or controlling smart home devices, AI assistants are becoming the go-to for many, changing the way we interact with technology and sometimes even leading us to anthropomorphize these tools.

In the future, we will see AI personal assistants become a completely immersive and non-separable part of...

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