Chat GPT 4 Unveiled: A Comprehensive Beginner's Guide to Mastering AI-Powered Conversations

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Author :
Publisher : Daniel O Brien
ISBN 13 :
Total Pages : 167 pages
Book Rating : 4./5 ( download)

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Book Synopsis Chat GPT 4 Unveiled: A Comprehensive Beginner's Guide to Mastering AI-Powered Conversations by : Guido Van

Download or read book Chat GPT 4 Unveiled: A Comprehensive Beginner's Guide to Mastering AI-Powered Conversations written by Guido Van and published by Daniel O Brien. This book was released on 2024-03-16 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the fascinating world of artificial intelligence with Chat GPT 4 Unveiled. This comprehensive beginner's guide is your roadmap to mastering AI-powered conversations with ease. Whether you're new to the realm of AI or seeking to deepen your understanding, this book offers a clear and accessible introduction to Chat GPT 4. Unlock the secrets behind crafting engaging and meaningful conversations with AI. From understanding the fundamentals of natural language processing to harnessing the power of Chat GPT 4's advanced capabilities, this guide takes you on a journey from novice to expert. With practical tips, insightful examples, and hands-on exercises, Chat GPT 4 Unveiled empowers you to navigate the complexities of AI conversation with confidence. Say goodbye to confusion and hello to conversational excellence with this indispensable resource.

Mastering Large Language Models

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Author :
Publisher : BPB Publications
ISBN 13 : 9355519656
Total Pages : 465 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Mastering Large Language Models by : Sanket Subhash Khandare

Download or read book Mastering Large Language Models written by Sanket Subhash Khandare and published by BPB Publications. This book was released on 2024-03-12 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do not just talk AI, build it: Your guide to LLM application development KEY FEATURES ● Explore NLP basics and LLM fundamentals, including essentials, challenges, and model types. ● Learn data handling and pre-processing techniques for efficient data management. ● Understand neural networks overview, including NN basics, RNNs, CNNs, and transformers. ● Strategies and examples for harnessing LLMs. DESCRIPTION Transform your business landscape with the formidable prowess of large language models (LLMs). The book provides you with practical insights, guiding you through conceiving, designing, and implementing impactful LLM-driven applications. This book explores NLP fundamentals like applications, evolution, components and language models. It teaches data pre-processing, neural networks , and specific architectures like RNNs, CNNs, and transformers. It tackles training challenges, advanced techniques such as GANs, meta-learning, and introduces top LLM models like GPT-3 and BERT. It also covers prompt engineering. Finally, it showcases LLM applications and emphasizes responsible development and deployment. With this book as your compass, you will navigate the ever-evolving landscape of LLM technology, staying ahead of the curve with the latest advancements and industry best practices. WHAT YOU WILL LEARN ● Grasp fundamentals of natural language processing (NLP) applications. ● Explore advanced architectures like transformers and their applications. ● Master techniques for training large language models effectively. ● Implement advanced strategies, such as meta-learning and self-supervised learning. ● Learn practical steps to build custom language model applications. WHO THIS BOOK IS FOR This book is tailored for those aiming to master large language models, including seasoned researchers, data scientists, developers, and practitioners in natural language processing (NLP). TABLE OF CONTENTS 1. Fundamentals of Natural Language Processing 2. Introduction to Language Models 3. Data Collection and Pre-processing for Language Modeling 4. Neural Networks in Language Modeling 5. Neural Network Architectures for Language Modeling 6. Transformer-based Models for Language Modeling 7. Training Large Language Models 8. Advanced Techniques for Language Modeling 9. Top Large Language Models 10. Building First LLM App 11. Applications of LLMs 12. Ethical Considerations 13. Prompt Engineering 14. Future of LLMs and Its Impact

Mastering Nonfiction Writing with ChatGPT

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Author :
Publisher : Adidas Wilson
ISBN 13 :
Total Pages : 71 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mastering Nonfiction Writing with ChatGPT by : Maximus Wilson

Download or read book Mastering Nonfiction Writing with ChatGPT written by Maximus Wilson and published by Adidas Wilson . This book was released on 2023-03-19 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Writers are increasingly using ChatGPT, an advanced natural language processing model developed by OpenAI, to help with various aspects of their writing process. ChatGPT uses machine learning to generate human-like responses to text prompts, making it a valuable tool for generating ideas, overcoming writer's block, and even providing inspiration for full-length works. In this chapter, we will explore some of the ways in which writers are using ChatGPT and the benefits and limitations of this technology. One of the most popular uses of ChatGPT for writers is to generate ideas. By providing a text prompt, such as a sentence or a few words, ChatGPT can generate a list of potential ideas or prompts for further exploration. This can be especially useful for writers who are stuck or experiencing writer's block and need a new angle or direction to pursue. ChatGPT can also be used to develop characters by generating personality traits, backgrounds, and motivations. By providing a basic description of a character, ChatGPT can generate a list of potential traits and characteristics that can be further developed and explored. This can be especially useful for writers who are struggling to develop complex, multi-dimensional characters. Another way that writers are using ChatGPT is to explore different plot points or scenarios.

Mastering ChatGPT

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Author :
Publisher : Alex Harper
ISBN 13 :
Total Pages : 106 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mastering ChatGPT by : Alex Harper

Download or read book Mastering ChatGPT written by Alex Harper and published by Alex Harper. This book was released on with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering ChatGPT: A Simplified Beginner's Guide for Developers and Enthusiasts from Newbie to Pro Level with Ease Unlock the Power of AI with Ease! Do you want to explore the world of artificial intelligence but don't know where to begin? Are you interested in mastering ChatGPT, one of the most advanced AI models, without getting overwhelmed? This book is perfect for you! "Mastering ChatGPT: A Simplified Beginner's Guide for Developers and Enthusiasts from Newbie to Pro Level with Ease" is your step-by-step guide to understanding and using ChatGPT. It will take you from a complete beginner to a skilled user. Why This Book? In today’s tech-driven world, knowing how to use AI is becoming essential. Whether you're a developer wanting to add AI to your projects, a tech enthusiast curious about AI, or a professional looking to improve your skills, this book is for you. Alex Harper explains everything in simple language, making it easy to understand even the most complex ideas. What’s Inside? Foundations of ChatGPT: · Learn the basics of ChatGPT, why it matters, and how conversational AI has developed over the years. Setting Up and Getting Started: · Discover what you need to get started, how to access ChatGPT, and how to set it up for the first time. Understanding ChatGPT's Architecture: · Dive into the science behind ChatGPT, including neural networks, transformers, and how ChatGPT is trained. Customizing and Fine-Tuning ChatGPT: · Learn how to create your own datasets, fine-tune the model, and deploy customized versions of ChatGPT. Practical Applications and Use Cases: · Explore how ChatGPT can be used in real-world scenarios like customer service, content creation, and education. Advanced Programming Techniques: · Get to know advanced scripting, using the API, and integrating ChatGPT with other machine learning models. Integrating ChatGPT with Other Systems: · Learn how to integrate ChatGPT into web and mobile applications and ensure it works across different platforms. Troubleshooting and Optimization: · Find out how to fix common problems, improve performance, and keep your ChatGPT implementation running smoothly. Ethical and Responsible Use: · Understand the ethical considerations and best practices for using AI responsibly. Future Developments and Innovations: · Stay informed about the future of conversational AI and upcoming trends. Who Should Read This Book? Developers: Want to add AI to your projects? This book gives you the knowledge and tools you need. Enthusiasts: Curious about AI? This book explains everything in a way that’s easy to understand. Professionals: Improve your skills and stay competitive by mastering the latest in AI technology. Take the First Step towards Mastery Join the AI revolution and understand how to use ChatGPT with "Mastering ChatGPT." With clear explanations, practical examples, and a structured learning path, this book helps you unlock the full potential of ChatGPT. Don’t miss out on the chance to become skilled in AI. Get your copy today and easily start your journey from beginner to pro! Order now and begin your journey to mastering ChatGPT today!

Mastering ChatGPT A Comprehensive Guide

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Author :
Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mastering ChatGPT A Comprehensive Guide by : StoryBuddiesPlay

Download or read book Mastering ChatGPT A Comprehensive Guide written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-03-25 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering ChatGPT: A Comprehensive Guide" offers an immersive journey into the realm of conversational artificial intelligence (AI), empowering readers to harness the full potential of ChatGPT, the cutting-edge language model developed by OpenAI. This comprehensive guide is meticulously crafted to equip both beginners and seasoned practitioners with the knowledge, skills, and strategies needed to excel in the dynamic field of AI-driven communication. Dive deep into the intricate workings of ChatGPT as you explore its architecture, capabilities, and applications across diverse domains. From initiating engaging conversations to fine-tuning models for specific tasks, each chapter delves into essential concepts, practical techniques, and real-world examples to enhance your mastery of ChatGPT. Discover how to craft compelling dialogues, optimize performance, and navigate ethical considerations in AI-powered interactions. Learn advanced strategies for continuous learning, adaptation, and model optimization, ensuring that your ChatGPT deployments remain responsive, efficient, and user-centric over time. Anticipate the future of conversational AI as you delve into emerging trends, challenges, and opportunities reshaping the landscape of human-computer interaction. Embrace the ethical imperative of responsible AI practices, collaboration, and interdisciplinary research to unlock new frontiers in human-machine collaboration and empowerment. Whether you're a developer, researcher, entrepreneur, or AI enthusiast, "Mastering ChatGPT: A Comprehensive Guide" is your indispensable companion on the journey to unlocking the transformative potential of conversational AI. Empower yourself to shape a future where AI technologies like ChatGPT enrich lives, drive innovation, and foster meaningful connections across the globe

Mastering Content Creation with ChatGPT

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Author :
Publisher : C. P. Kumar
ISBN 13 :
Total Pages : 91 pages
Book Rating : 4./5 ( download)

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Book Synopsis Mastering Content Creation with ChatGPT by : C. P. Kumar

Download or read book Mastering Content Creation with ChatGPT written by C. P. Kumar and published by C. P. Kumar. This book was released on with total page 91 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's fast-paced digital world, content creation is essential for businesses, marketers, writers, and creators of all kinds. However, producing high-quality and engaging content consistently can be challenging and time-consuming. This is where ChatGPT, a large language model trained by OpenAI, comes in. ChatGPT is an AI tool that can generate human-like text based on the input provided. Its capabilities are vast and versatile, making it a valuable asset for content creators. This book aims to guide readers on how to master content creation with ChatGPT. This book is designed to provide a comprehensive understanding of ChatGPT and its applications in various content creation contexts. It includes chapters that cover a wide range of topics, from social media content creation to technical documentation generation. In the first chapter, readers will be introduced to ChatGPT and its capabilities. This will provide a foundation for understanding how the tool works and what it can do. The subsequent chapters focus on specific content creation contexts and how ChatGPT can be used effectively in each of these contexts. The book is written with a practical approach, providing step-by-step instructions, tips, and tricks for using ChatGPT. Each chapter is designed to be standalone, so readers can easily skip to the relevant section that interests them. The final chapter of the book covers ethical considerations when using ChatGPT for content creation. It is crucial to understand the ethical implications of AI-generated content and ensure that it is used responsibly and with integrity. Overall, this book is a comprehensive guide for anyone looking to master content creation with ChatGPT. Whether you are a writer, marketer, or content creator of any kind, this book will provide you with the tools and knowledge you need to take your content creation to the next level.

Mastering Transformers

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1837631506
Total Pages : 462 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Mastering Transformers by : Savaş Yıldırım

Download or read book Mastering Transformers written by Savaş Yıldırım and published by Packt Publishing Ltd. This book was released on 2024-06-03 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore transformer-based language models from BERT to GPT, delving into NLP and computer vision tasks, while tackling challenges effectively Key Features Understand the complexity of deep learning architecture and transformers architecture Create solutions to industrial natural language processing (NLP) and computer vision (CV) problems Explore challenges in the preparation process, such as problem and language-specific dataset transformation Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionTransformer-based language models such as BERT, T5, GPT, DALL-E, and ChatGPT have dominated NLP studies and become a new paradigm. Thanks to their accurate and fast fine-tuning capabilities, transformer-based language models have been able to outperform traditional machine learning-based approaches for many challenging natural language understanding (NLU) problems. Aside from NLP, a fast-growing area in multimodal learning and generative AI has recently been established, showing promising results. Mastering Transformers will help you understand and implement multimodal solutions, including text-to-image. Computer vision solutions that are based on transformers are also explained in the book. You’ll get started by understanding various transformer models before learning how to train different autoregressive language models such as GPT and XLNet. The book will also get you up to speed with boosting model performance, as well as tracking model training using the TensorBoard toolkit. In the later chapters, you’ll focus on using vision transformers to solve computer vision problems. Finally, you’ll discover how to harness the power of transformers to model time series data and for predicting. By the end of this transformers book, you’ll have an understanding of transformer models and how to use them to solve challenges in NLP and CV.What you will learn Focus on solving simple-to-complex NLP problems with Python Discover how to solve classification/regression problems with traditional NLP approaches Train a language model and explore how to fine-tune models to the downstream tasks Understand how to use transformers for generative AI and computer vision tasks Build transformer-based NLP apps with the Python transformers library Focus on language generation such as machine translation and conversational AI in any language Speed up transformer model inference to reduce latency Who this book is for This book is for deep learning researchers, hands-on practitioners, and ML/NLP researchers. Educators, as well as students who have a good command of programming subjects, knowledge in the field of machine learning and artificial intelligence, and who want to develop apps in the field of NLP as well as multimodal tasks will also benefit from this book’s hands-on approach. Knowledge of Python (or any programming language) and machine learning literature, as well as a basic understanding of computer science, are required.

200 Tips for Mastering Generative AI

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Author :
Publisher : Rick Spair
ISBN 13 :
Total Pages : 888 pages
Book Rating : 4./5 ( download)

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Book Synopsis 200 Tips for Mastering Generative AI by : Rick Spair

Download or read book 200 Tips for Mastering Generative AI written by Rick Spair and published by Rick Spair. This book was released on with total page 888 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving landscape of artificial intelligence, Generative AI stands out as a transformative force with the potential to revolutionize industries and reshape our understanding of creativity and automation. From its inception, Generative AI has captured the imagination of researchers, developers, and entrepreneurs, offering unprecedented capabilities in generating new data, simulating complex systems, and solving intricate problems that were once considered beyond the reach of machines. This book, "200 Tips for Mastering Generative AI," is a comprehensive guide designed to empower you with the knowledge and practical insights needed to harness the full potential of Generative AI. Whether you are a seasoned AI practitioner, a curious researcher, a forward-thinking entrepreneur, or a passionate enthusiast, this book provides valuable tips and strategies to navigate the vast and intricate world of Generative AI. We invite you to explore, experiment, and innovate with the knowledge you gain from this book. Together, we can unlock the full potential of Generative AI and shape a future where intelligent machines and human creativity coexist and collaborate in unprecedented ways. Welcome to "200 Tips for Mastering Generative AI." Your journey into the fascinating world of Generative AI begins here.

Mastering Large Language Models with Python

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Author :
Publisher : Orange Education Pvt Ltd
ISBN 13 : 8197081824
Total Pages : 547 pages
Book Rating : 4.1/5 (97 download)

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Book Synopsis Mastering Large Language Models with Python by : Raj Arun R

Download or read book Mastering Large Language Models with Python written by Raj Arun R and published by Orange Education Pvt Ltd. This book was released on 2024-04-12 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise KEY FEATURES ● Gain a comprehensive understanding of LLMs within the framework of Generative AI, from foundational concepts to advanced applications. ● Dive into practical exercises and real-world applications, accompanied by detailed code walkthroughs in Python. ● Explore LLMOps with a dedicated focus on ensuring trustworthy AI and best practices for deploying, managing, and maintaining LLMs in enterprise settings. ● Prioritize the ethical and responsible use of LLMs, with an emphasis on building models that adhere to principles of fairness, transparency, and accountability, fostering trust in AI technologies. DESCRIPTION “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation. Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence. WHAT WILL YOU LEARN ● In-depth study of LLM architecture and its versatile applications across industries. ● Harness open-source and proprietary LLMs to craft innovative solutions. ● Implement LLM APIs for a wide range of tasks spanning natural language processing, audio analysis, and visual recognition. ● Optimize LLM deployment through techniques such as quantization and operational strategies like LLMOps, ensuring efficient and scalable model usage. ● Master prompt engineering techniques to fine-tune LLM outputs, enhancing quality and relevance for diverse use cases. ● Navigate the complex landscape of ethical AI development, prioritizing responsible practices to drive impactful technology adoption and advancement. WHO IS THIS BOOK FOR? This book is tailored for software engineers, data scientists, AI researchers, and technology leaders with a foundational understanding of machine learning concepts and programming. It's ideal for those looking to deepen their knowledge of Large Language Models and their practical applications in the field of AI. If you aim to explore LLMs extensively for implementing inventive solutions or spearheading AI-driven projects, this book is tailored to your needs. TABLE OF CONTENTS 1. The Basics of Large Language Models and Their Applications 2. Demystifying Open-Source Large Language Models 3. Closed-Source Large Language Models 4. LLM APIs for Various Large Language Model Tasks 5. Integrating Cohere API in Google Sheets 6. Dynamic Movie Recommendation Engine Using LLMs 7. Document-and Web-based QA Bots with Large Language Models 8. LLM Quantization Techniques and Implementation 9. Fine-tuning and Evaluation of LLMs 10. Recipes for Fine-Tuning and Evaluating LLMs 11. LLMOps - Operationalizing LLMs at Scale 12. Implementing LLMOps in Practice Using MLflow on Databricks 13. Mastering the Art of Prompt Engineering 14. Prompt Engineering Essentials and Design Patterns 15. Ethical Considerations and Regulatory Frameworks for LLMs 16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning) Index

Mastering NLP from Foundations to LLMs

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1804616389
Total Pages : 340 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis Mastering NLP from Foundations to LLMs by : Lior Gazit

Download or read book Mastering NLP from Foundations to LLMs written by Lior Gazit and published by Packt Publishing Ltd. This book was released on 2024-04-26 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your NLP proficiency with modern frameworks like LangChain, explore mathematical foundations and code samples, and gain expert insights into current and future trends Key Features Learn how to build Python-driven solutions with a focus on NLP, LLMs, RAGs, and GPT Master embedding techniques and machine learning principles for real-world applications Understand the mathematical foundations of NLP and deep learning designs Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDo you want to master Natural Language Processing (NLP) but don’t know where to begin? This book will give you the right head start. Written by leaders in machine learning and NLP, Mastering NLP from Foundations to LLMs provides an in-depth introduction to techniques. Starting with the mathematical foundations of machine learning (ML), you’ll gradually progress to advanced NLP applications such as large language models (LLMs) and AI applications. You’ll get to grips with linear algebra, optimization, probability, and statistics, which are essential for understanding and implementing machine learning and NLP algorithms. You’ll also explore general machine learning techniques and find out how they relate to NLP. Next, you’ll learn how to preprocess text data, explore methods for cleaning and preparing text for analysis, and understand how to do text classification. You’ll get all of this and more along with complete Python code samples. By the end of the book, the advanced topics of LLMs’ theory, design, and applications will be discussed along with the future trends in NLP, which will feature expert opinions. You’ll also get to strengthen your practical skills by working on sample real-world NLP business problems and solutions.What you will learn Master the mathematical foundations of machine learning and NLP Implement advanced techniques for preprocessing text data and analysis Design ML-NLP systems in Python Model and classify text using traditional machine learning and deep learning methods Understand the theory and design of LLMs and their implementation for various applications in AI Explore NLP insights, trends, and expert opinions on its future direction and potential Who this book is for This book is for deep learning and machine learning researchers, NLP practitioners, ML/NLP educators, and STEM students. Professionals working with text data as part of their projects will also find plenty of useful information in this book. Beginner-level familiarity with machine learning and a basic working knowledge of Python will help you get the best out of this book.

ChatGPT for Writers: The Ultimate Guide to Mastering AI-Assisted Writing and Creating Bestsellers

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Author :
Publisher : Carlos De La Torre
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4./5 ( download)

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Book Synopsis ChatGPT for Writers: The Ultimate Guide to Mastering AI-Assisted Writing and Creating Bestsellers by : Carlos De La Torre

Download or read book ChatGPT for Writers: The Ultimate Guide to Mastering AI-Assisted Writing and Creating Bestsellers written by Carlos De La Torre and published by Carlos De La Torre. This book was released on with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: "ChatGPT for Writers: The Ultimate Guide to Mastering AI-Assisted Writing and Creating Bestsellers" is an essential resource for any writer wishing to navigate the new era of literary creation powered by artificial intelligence. This masterful work unlocks the potential of ChatGPT to revolutionize your writing process, from initial conception to the publishing and promotion of your work. With an accessible and friendly tone, this book is an open invitation to explore the world of AI and its application in creative writing. From basic fundamentals to advanced techniques, you will learn how to collaborate with ChatGPT, turning it into an invaluable ally in creating memorable characters, immersive worlds, and plots that keep readers hooked on every page. This guide goes beyond content generation, providing in-depth advice on how AI can assist you in revising, enhancing, and promoting your manuscripts. Moreover, with a glance into the future, it prepares you for emerging trends and ethical dilemmas in AI-assisted writing. Perfect for both novices and veterans, this book is your passport to transforming your ideas into bestsellers, elevating your craft with the help of cutting-edge technology. Join the AI-assisted writing revolution and start forging your path to literary success with "ChatGPT for Writers."

Mastering Windows Server 2008 Networking Foundations

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118059581
Total Pages : 611 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Mastering Windows Server 2008 Networking Foundations by : Mark Minasi

Download or read book Mastering Windows Server 2008 Networking Foundations written by Mark Minasi and published by John Wiley & Sons. This book was released on 2011-02-09 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find in-depth coverage of general networking concepts and basic instruction on Windows Server 2008 installation and management including active directory, DNS, Windows storage, and TCP/IP and IPv4 networking basics in Mastering Windows Server 2008 Networking Foundations. One of three new books by best-selling author Mark Minasi, this guide explains what servers do, how basic networking works (IP basics and DNS/WINS basics), and the fundamentals of the under-the-hood technologies that support staff must understand. Learn how to install Windows Server 2008 and build a simple network, security concepts, and basic Windows Server administration.

Mastering Windows Server 2012 R2

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118331729
Total Pages : 1705 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Mastering Windows Server 2012 R2 by : Mark Minasi

Download or read book Mastering Windows Server 2012 R2 written by Mark Minasi and published by John Wiley & Sons. This book was released on 2013-12-03 with total page 1705 pages. Available in PDF, EPUB and Kindle. Book excerpt: Check out the new Hyper-V, find new and easier ways to remotely connect back into the office, or learn all about Storage Spaces—these are just a few of the features in Windows Server 2012 R2 that are explained in this updated edition from Windows authority Mark Minasi and a team of Windows Server experts led by Kevin Greene. This book gets you up to speed on all of the new features and functions of Windows Server, and includes real-world scenarios to put them in perspective. If you're a system administrator upgrading to, migrating to, or managing Windows Server 2012 R2, find what you need to do the job in this complete resource. Learn all about: Installing or upgrading to and managing Windows Server 2012 R2 Understanding Microsoft NIC teams 2012 and PowerShell Setting up via GUI or updated Server Core 2012 Migrating, merging, and modifying your Active Directory Managing address spaces with IPAM Understanding new shared storage, storage spaces, and better tools Controlling access to file shares—a new and improved approach Using and administering Remote Desktop, Virtual Desktop, and Hyper-V®

Mastering pfSense,

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788993470
Total Pages : 439 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Mastering pfSense, by : David Zientara

Download or read book Mastering pfSense, written by David Zientara and published by Packt Publishing Ltd. This book was released on 2018-05-09 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: Install and configure a pfSense router/firewall, and become a pfSense expert in the process. Key Features You can always do more to secure your software – so extend and customize your pfSense firewall Build a high availability security system that’s fault-tolerant – and capable of blocking potential threats Put the principles of better security into practice by implementing examples provided in the text Book Description pfSense has the same reliability and stability as even the most popular commercial firewall offerings on the market – but, like the very best open-source software, it doesn’t limit you. You’re in control – you can exploit and customize pfSense around your security needs. Mastering pfSense - Second Edition, covers features that have long been part of pfSense such as captive portal, VLANs, traffic shaping, VPNs, load balancing, Common Address Redundancy Protocol (CARP), multi-WAN, and routing. It also covers features that have been added with the release of 2.4, such as support for ZFS partitions and OpenVPN 2.4. This book takes into account the fact that, in order to support increased cryptographic loads, pfSense version 2.5 will require a CPU that supports AES-NI. The second edition of this book places more of an emphasis on the practical side of utilizing pfSense than the previous edition, and, as a result, more examples are provided which show in step-by-step fashion how to implement many features. What you will learn Configure pfSense services such as DHCP, Dynamic DNS, captive portal, DNS, NTP and SNMP Set up a managed switch to work with VLANs Use pfSense to allow, block and deny traffic, and to implement Network Address Translation (NAT) Make use of the traffic shaper to lower and raise the priority of certain types of traffic Set up and connect to a VPN tunnel with pfSense Incorporate redundancy and high availability by utilizing load balancing and the Common Address Redundancy Protocol (CARP) Explore diagnostic tools in pfSense to solve network problems Who this book is for This book is for those with at least an intermediate understanding of networking. Prior knowledge of pfSense would be helpful but is not required. Those who have the resources to set up a pfSense firewall, either in a real or virtual environment, will especially benefit, as they will be able to follow along with the examples in the book.

Mastering Ubuntu Server

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788997085
Total Pages : 540 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Mastering Ubuntu Server by : Jay LaCroix

Download or read book Mastering Ubuntu Server written by Jay LaCroix and published by Packt Publishing Ltd. This book was released on 2018-05-30 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get up-to-date with the finer points of Ubuntu Server using this comprehensive guide Key Features A practical easy-to-understand book that will teach you how to deploy, maintain and troubleshoot Ubuntu Server Get well-versed with newly-added features in Ubuntu 18.04. Learn to manage cutting-edge technologies such as virtualization, containers, Nextcloud and more Book Description Ubuntu Server has taken the data centers by storm. Whether you're deploying Ubuntu for a large-scale project or for a small office, it is a stable, customizable, and powerful Linux distribution that leads the way with innovative and cutting-edge features. For both simple and complex server deployments, Ubuntu's flexible nature can be easily adapted to meet to the needs of your organization. With this book as your guide, you will learn all about Ubuntu Server, from initial deployment to creating production-ready resources for your network. The book begins with the concept of user management, group management, and filesystem permissions. Continuing into managing storage volumes, you will learn how to format storage devices, utilize logical volume management, and monitor disk usage. Later, you will learn how to virtualize hosts and applications, which will cover setting up KVM/QEMU, as well as containerization with both Docker and LXD. As the book continues, you will learn how to automate configuration with Ansible, as well as take a look at writing scripts. Lastly, you will explore best practices and troubleshooting techniques when working with Ubuntu Server that are applicable to real-world scenarios. By the end of the book, you will be an expert Ubuntu Server administrator who is well-versed in its advanced concepts. What you will learn Manage users, groups, and permissions Encrypt and decrypt disks with Linux Unified Key Setup (LUKS) Set up SSH for remote access, and connect it to other nodes Add, remove, and search for packages Use NFS and Samba to share directories with other users Get to know techniques for managing Apache and MariaDB Explore best practices and troubleshooting techniques Get familiar with scripting Automate server deployments with Ansible Who this book is for This book is intended for readers with intermediate or advanced-beginner skills with Linux, who would like to learn all about setting up servers with Ubuntu Server. This book assumes that the reader knows the basics of Linux, such as editing configuration files and running basic commands.

Mastering AI

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1668053322
Total Pages : 336 pages
Book Rating : 4.6/5 (68 download)

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Book Synopsis Mastering AI by : Jeremy Kahn

Download or read book Mastering AI written by Jeremy Kahn and published by Simon and Schuster. This book was released on 2024-07-09 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Fortune magazine journalist draws on his expertise and extensive contacts among the companies and scientists at the forefront of artificial intelligence to offer dramatic predictions of AI’s impact over the next decade, from reshaping our economy and the way we work, learn, and create to unknitting our social fabric, jeopardizing our democracy, and fundamentally altering the way we think. Within the next five years, Jeremy Kahn predicts, AI will disrupt almost every industry and enterprise, with vastly increased efficiency and productivity. It will restructure the workforce, making AI copilots a must for every knowledge worker. It will revamp education, meaning children around the world can have personal, portable tutors. It will revolutionize health care, making individualized, targeted pharmaceuticals more affordable. It will compel us to reimagine how we make art, compose music, and write and publish books. The potential of generative AI to extend our skills, talents, and creativity as humans is undeniably exciting and promising. But while this new technology has a bright future, it also casts a dark and fearful shadow. AI will provoke pervasive, disruptive, potentially devastating knock-on effects. Leveraging his unrivaled access to the leaders, scientists, futurists, and others who are making AI a reality, Kahn will argue that if not carefully designed and vigilantly regulated AI will deepen income inequality, depressing wages while imposing winner-take-all markets across much of the economy. AI risks undermining democracy, as truth is overtaken by misinformation, racial bias, and harmful stereotypes. Continuing a process begun by the internet, AI will rewire our brains, likely inhibiting our ability to think critically, to remember, and even to get along with one another—unless we all take decisive action to prevent this from happening. Much as Michael Lewis’s classic The New New Thing offered a prescient, insightful, and eminently readable account of life inside the dot-com bubble, Mastering AI delivers much-needed guidance for anyone eager to understand the AI boom—and what comes next.

Mastering PyTorch

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 180107996X
Total Pages : 559 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Mastering PyTorch by : Ashish Ranjan Jha

Download or read book Mastering PyTorch written by Ashish Ranjan Jha and published by Packt Publishing Ltd. This book was released on 2024-05-31 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master advanced techniques and algorithms for machine learning with PyTorch using real-world examples Updated for PyTorch 2.x, including integration with Hugging Face, mobile deployment, diffusion models, and graph neural networks Purchase of the print or Kindle book includes a free eBook in PDF format Key Features Understand how to use PyTorch to build advanced neural network models Get the best from PyTorch by working with Hugging Face, fastai, PyTorch Lightning, PyTorch Geometric, Flask, and Docker Unlock faster training with multiple GPUs and optimize model deployment using efficient inference frameworks Book DescriptionPyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models. You’ll build convolutional neural networks for image classification and recurrent neural networks and transformers for sentiment analysis. As you advance, you'll apply deep learning across different domains, such as music, text, and image generation, using generative models, including diffusion models. You'll not only build and train your own deep reinforcement learning models in PyTorch but also learn to optimize model training using multiple CPUs, GPUs, and mixed-precision training. You’ll deploy PyTorch models to production, including mobile devices. Finally, you’ll discover the PyTorch ecosystem and its rich set of libraries. These libraries will add another set of tools to your deep learning toolbelt, teaching you how to use fastai to prototype models and PyTorch Lightning to train models. You’ll discover libraries for AutoML and explainable AI (XAI), create recommendation systems, and build language and vision transformers with Hugging Face. By the end of this book, you'll be able to perform complex deep learning tasks using PyTorch to build smart artificial intelligence models.What you will learn Implement text, vision, and music generation models using PyTorch Build a deep Q-network (DQN) model in PyTorch Deploy PyTorch models on mobile devices (Android and iOS) Become well versed in rapid prototyping using PyTorch with fastai Perform neural architecture search effectively using AutoML Easily interpret machine learning models using Captum Design ResNets, LSTMs, and graph neural networks (GNNs) Create language and vision transformer models using Hugging Face Who this book is for This deep learning with PyTorch book is for data scientists, machine learning engineers, machine learning researchers, and deep learning practitioners looking to implement advanced deep learning models using PyTorch. This book is ideal for those looking to switch from TensorFlow to PyTorch. Working knowledge of deep learning with Python is required.