Author: Ketan Raval
Publisher: Ketan Raval
ISBN:
Category : Computers
Languages : en
Pages : 14
Book Description
In a world where information is at our fingertips, harnessing the power of artificial intelligence has transformed how we learn and explore. Using ChatGPT as a Search Engine: A Step-by-Step Guide is a practical and enlightening resource that empowers readers to make the most of OpenAI’s groundbreaking technology. This book demystifies ChatGPT, showing how anyone—from students and professionals to lifelong learners—can use this AI to find information, get quick explanations, and even explore complex topics with ease. Through clear instructions and hands-on examples, author Ketan Raval takes readers on a journey to unlock ChatGPT's potential, turning it into a conversational tool for research, creativity, and problem-solving. This guide doesn’t just show how to use AI; it teaches you how to ask the right questions, structure your searches, and dig deeper into any subject with confidence. Whether you're new to AI or looking to sharpen your digital skills, Using ChatGPT as a Search Engine is an essential companion for anyone eager to explore a smarter way of learning. This guide is more than a manual—it’s an invitation to engage with the future of knowledge discovery.
Using OpenAI’s ChatGPT as a Search Engine: A Step-by- Step Guide
Author: Ketan Raval
Publisher: Ketan Raval
ISBN:
Category : Computers
Languages : en
Pages : 14
Book Description
In a world where information is at our fingertips, harnessing the power of artificial intelligence has transformed how we learn and explore. Using ChatGPT as a Search Engine: A Step-by-Step Guide is a practical and enlightening resource that empowers readers to make the most of OpenAI’s groundbreaking technology. This book demystifies ChatGPT, showing how anyone—from students and professionals to lifelong learners—can use this AI to find information, get quick explanations, and even explore complex topics with ease. Through clear instructions and hands-on examples, author Ketan Raval takes readers on a journey to unlock ChatGPT's potential, turning it into a conversational tool for research, creativity, and problem-solving. This guide doesn’t just show how to use AI; it teaches you how to ask the right questions, structure your searches, and dig deeper into any subject with confidence. Whether you're new to AI or looking to sharpen your digital skills, Using ChatGPT as a Search Engine is an essential companion for anyone eager to explore a smarter way of learning. This guide is more than a manual—it’s an invitation to engage with the future of knowledge discovery.
Publisher: Ketan Raval
ISBN:
Category : Computers
Languages : en
Pages : 14
Book Description
In a world where information is at our fingertips, harnessing the power of artificial intelligence has transformed how we learn and explore. Using ChatGPT as a Search Engine: A Step-by-Step Guide is a practical and enlightening resource that empowers readers to make the most of OpenAI’s groundbreaking technology. This book demystifies ChatGPT, showing how anyone—from students and professionals to lifelong learners—can use this AI to find information, get quick explanations, and even explore complex topics with ease. Through clear instructions and hands-on examples, author Ketan Raval takes readers on a journey to unlock ChatGPT's potential, turning it into a conversational tool for research, creativity, and problem-solving. This guide doesn’t just show how to use AI; it teaches you how to ask the right questions, structure your searches, and dig deeper into any subject with confidence. Whether you're new to AI or looking to sharpen your digital skills, Using ChatGPT as a Search Engine is an essential companion for anyone eager to explore a smarter way of learning. This guide is more than a manual—it’s an invitation to engage with the future of knowledge discovery.
Modern Generative AI with ChatGPT and OpenAI Models
Author: Valentina Alto
Publisher: Packt Publishing Ltd
ISBN: 1805122835
Category : Computers
Languages : en
Pages : 286
Book Description
Harness the power of AI with innovative, real-world applications, and unprecedented productivity boosts, powered by the latest advancements in AI technology like ChatGPT and OpenAI Purchase of the print or Kindle book includes a free PDF eBook Key Features Explore the theory behind generative AI models and the road to GPT3 and GPT4 Become familiar with ChatGPT's applications to boost everyday productivity Learn to embed OpenAI models into applications using lightweight frameworks like LangChain Book Description Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities. This book will provide you with insights into the inner workings of the LLMs and guide you through creating your own language models. You'll start with an introduction to the field of generative AI, helping you understand how these models are trained to generate new data. Next, you'll explore use cases where ChatGPT can boost productivity and enhance creativity. You'll learn how to get the best from your ChatGPT interactions by improving your prompt design and leveraging zero, one, and few-shots learning capabilities. The use cases are divided into clusters of marketers, researchers, and developers, which will help you apply what you learn in this book to your own challenges faster. You'll also discover enterprise-level scenarios that leverage OpenAI models' APIs available on Azure infrastructure; both generative models like GPT-3 and embedding models like Ada. For each scenario, you'll find an end-to-end implementation with Python, using Streamlit as the frontend and the LangChain SDK to facilitate models' integration into your applications. By the end of this book, you'll be well equipped to use the generative AI field and start using ChatGPT and OpenAI models' APIs in your own projects. What you will learn Understand generative AI concepts from basic to intermediate level Focus on the GPT architecture for generative AI models Maximize ChatGPT's value with an effective prompt design Explore applications and use cases of ChatGPT Use OpenAI models and features via API calls Build and deploy generative AI systems with Python Leverage Azure infrastructure for enterprise-level use cases Ensure responsible AI and ethics in generative AI systems Who this book is for This book is for individuals interested in boosting their daily productivity; businesspersons looking to dive deeper into real-world applications to empower their organizations; data scientists and developers trying to identify ways to boost ML models and code; marketers and researchers seeking to leverage use cases in their domain – all by using Chat GPT and OpenAI Models. A basic understanding of Python is required; however, the book provides theoretical descriptions alongside sections with code so that the reader can learn the concrete use case application without running the scripts.
Publisher: Packt Publishing Ltd
ISBN: 1805122835
Category : Computers
Languages : en
Pages : 286
Book Description
Harness the power of AI with innovative, real-world applications, and unprecedented productivity boosts, powered by the latest advancements in AI technology like ChatGPT and OpenAI Purchase of the print or Kindle book includes a free PDF eBook Key Features Explore the theory behind generative AI models and the road to GPT3 and GPT4 Become familiar with ChatGPT's applications to boost everyday productivity Learn to embed OpenAI models into applications using lightweight frameworks like LangChain Book Description Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities. This book will provide you with insights into the inner workings of the LLMs and guide you through creating your own language models. You'll start with an introduction to the field of generative AI, helping you understand how these models are trained to generate new data. Next, you'll explore use cases where ChatGPT can boost productivity and enhance creativity. You'll learn how to get the best from your ChatGPT interactions by improving your prompt design and leveraging zero, one, and few-shots learning capabilities. The use cases are divided into clusters of marketers, researchers, and developers, which will help you apply what you learn in this book to your own challenges faster. You'll also discover enterprise-level scenarios that leverage OpenAI models' APIs available on Azure infrastructure; both generative models like GPT-3 and embedding models like Ada. For each scenario, you'll find an end-to-end implementation with Python, using Streamlit as the frontend and the LangChain SDK to facilitate models' integration into your applications. By the end of this book, you'll be well equipped to use the generative AI field and start using ChatGPT and OpenAI models' APIs in your own projects. What you will learn Understand generative AI concepts from basic to intermediate level Focus on the GPT architecture for generative AI models Maximize ChatGPT's value with an effective prompt design Explore applications and use cases of ChatGPT Use OpenAI models and features via API calls Build and deploy generative AI systems with Python Leverage Azure infrastructure for enterprise-level use cases Ensure responsible AI and ethics in generative AI systems Who this book is for This book is for individuals interested in boosting their daily productivity; businesspersons looking to dive deeper into real-world applications to empower their organizations; data scientists and developers trying to identify ways to boost ML models and code; marketers and researchers seeking to leverage use cases in their domain – all by using Chat GPT and OpenAI Models. A basic understanding of Python is required; however, the book provides theoretical descriptions alongside sections with code so that the reader can learn the concrete use case application without running the scripts.
Become a Published Author Using ChatGPT
Author: Renee Gade
Publisher: Estalontech
ISBN:
Category : Language Arts & Disciplines
Languages : en
Pages : 48
Book Description
"Become a Published Author Using ChatGPT" examines the use of cutting-edge AI technologies to streamline the content development process. This guide discusses the fundamentals of natural language processing and deep learning and offers suggestions for customizing ChatGPT to your writing style and genre. The manual also describes how to use ChatGPT for copywriting, book writing, SEO optimization, and even content creation for Amazon KDP. This guide is ideal for aspiring and seasoned authors, as well as anybody interested in the AI revolution, as it contains step-by-step instructions and real-world examples. This must-read guide will help you overcome writer's block and uncover the full potential of ChatGPT. The guide provides the skills and information to include Chat GPT into writing projects for personal or professional use, using real-world examples and detailed directions. The following can be learned with ChatGPT: Generate lists on a variety of themes and produce engaging, useful material that is simple to read and comprehend. Utilize ChatGPT's sophisticated natural language processing skills to generate keyword-rich, search engine-optimized content. Create works of nonfiction from scratch: ChatGPT can be used to develop ideas, compose full chapters, edit, and conduct research. Create book titles: Get assistance creating captivating book titles that are optimized for search engines and attract potential readers' attention. Generate creative text for a variety of personal or commercial needs, including blogs, social media postings, product descriptions, and more. Get assistance with writing intriguing copy that engages your audience and promotes conversions for your book. Learn how to optimize your content for search engines to increase the likelihood that it will be noticed by potential readers. This guide offers countless options for unleashing ChatGPT's full potential and overcoming writer's block, making it ideal for aspiring and seasoned writers alike, as well as anybody interested in the AI revolution. This guide contains something for everyone, whether you're an author seeking creative inspiration, a social media influencer aiming to maximize your content creation, or just someone who wants to experience the power of AI. With ChatGPT, you can say goodbye to writer's block and hello to unlimited possibilities.
Publisher: Estalontech
ISBN:
Category : Language Arts & Disciplines
Languages : en
Pages : 48
Book Description
"Become a Published Author Using ChatGPT" examines the use of cutting-edge AI technologies to streamline the content development process. This guide discusses the fundamentals of natural language processing and deep learning and offers suggestions for customizing ChatGPT to your writing style and genre. The manual also describes how to use ChatGPT for copywriting, book writing, SEO optimization, and even content creation for Amazon KDP. This guide is ideal for aspiring and seasoned authors, as well as anybody interested in the AI revolution, as it contains step-by-step instructions and real-world examples. This must-read guide will help you overcome writer's block and uncover the full potential of ChatGPT. The guide provides the skills and information to include Chat GPT into writing projects for personal or professional use, using real-world examples and detailed directions. The following can be learned with ChatGPT: Generate lists on a variety of themes and produce engaging, useful material that is simple to read and comprehend. Utilize ChatGPT's sophisticated natural language processing skills to generate keyword-rich, search engine-optimized content. Create works of nonfiction from scratch: ChatGPT can be used to develop ideas, compose full chapters, edit, and conduct research. Create book titles: Get assistance creating captivating book titles that are optimized for search engines and attract potential readers' attention. Generate creative text for a variety of personal or commercial needs, including blogs, social media postings, product descriptions, and more. Get assistance with writing intriguing copy that engages your audience and promotes conversions for your book. Learn how to optimize your content for search engines to increase the likelihood that it will be noticed by potential readers. This guide offers countless options for unleashing ChatGPT's full potential and overcoming writer's block, making it ideal for aspiring and seasoned writers alike, as well as anybody interested in the AI revolution. This guide contains something for everyone, whether you're an author seeking creative inspiration, a social media influencer aiming to maximize your content creation, or just someone who wants to experience the power of AI. With ChatGPT, you can say goodbye to writer's block and hello to unlimited possibilities.
Python 3 Using Chatgpt / Gpt-4
Author: Oswald Campesato
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 1501518739
Category : Art
Languages : en
Pages : 202
Book Description
This book is intended primarily for people who want to learn both Python 3 and how to use ChatGPT with Python. Chapter One begins with an introduction to fundamental aspects of Python programming, including various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. Later, the book covers loops, conditional logic, and reserved words in Python. You will also see how to handle user input, manage exceptions, and work with command-line arguments. Next, the text transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including ChatGPT, GPT-4, and their competitors, are presented to give readers an understanding of the current AI landscape. The book also sheds light on the capabilities of ChatGPT, its strengths, weaknesses, and potential applications. In addition, you will learn how to generate a variety of Python 3 code samples via ChatGPT using the "Code Interpreter" plugin. Code samples and figures from the book are available for downloading. In essence, the book provides a modest bridge between the worlds of Python programming and AI, aiming to equip readers with the knowledge and skills to navigate both domains confidently. FEATURES Includes a chapter on how to generate a variety of Python 3 code samples via ChatGPT using the "Code Interpreter" plugin Covers basic concepts of Python 3 such as loops, conditional logic, reserved words, user input, manage exceptions, work with command-line arguments, and more Includes companion files for downloading with source code and figures
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 1501518739
Category : Art
Languages : en
Pages : 202
Book Description
This book is intended primarily for people who want to learn both Python 3 and how to use ChatGPT with Python. Chapter One begins with an introduction to fundamental aspects of Python programming, including various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. Later, the book covers loops, conditional logic, and reserved words in Python. You will also see how to handle user input, manage exceptions, and work with command-line arguments. Next, the text transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including ChatGPT, GPT-4, and their competitors, are presented to give readers an understanding of the current AI landscape. The book also sheds light on the capabilities of ChatGPT, its strengths, weaknesses, and potential applications. In addition, you will learn how to generate a variety of Python 3 code samples via ChatGPT using the "Code Interpreter" plugin. Code samples and figures from the book are available for downloading. In essence, the book provides a modest bridge between the worlds of Python programming and AI, aiming to equip readers with the knowledge and skills to navigate both domains confidently. FEATURES Includes a chapter on how to generate a variety of Python 3 code samples via ChatGPT using the "Code Interpreter" plugin Covers basic concepts of Python 3 such as loops, conditional logic, reserved words, user input, manage exceptions, work with command-line arguments, and more Includes companion files for downloading with source code and figures
Prompt Engineering Using ChatGPT
Author: Mehrzad Tabatabaian
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 1501518895
Category : Technology & Engineering
Languages : en
Pages : 142
Book Description
This book provides a structured framework for exploring various aspects of prompt engineering for ChatGPT, from foundational principles to advanced techniques, real-world applications, and ethical considerations. It aims to guide readers in effectively harnessing the capabilities of ChatGPT through well-crafted prompts to achieve their goals. The digital age has ushered in a new era of communication, one where the boundaries between human and machine are becoming increasingly blurred. Artificial Intelligence (AI) technology, in its relentless evolution, has given rise to remarkable language models that can understand and generate human-like text. "Prompt Engineering for ChatGPT," demystifies the intricacies of this ground breaking technology, offering insights and strategies to harness its capabilities.
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 1501518895
Category : Technology & Engineering
Languages : en
Pages : 142
Book Description
This book provides a structured framework for exploring various aspects of prompt engineering for ChatGPT, from foundational principles to advanced techniques, real-world applications, and ethical considerations. It aims to guide readers in effectively harnessing the capabilities of ChatGPT through well-crafted prompts to achieve their goals. The digital age has ushered in a new era of communication, one where the boundaries between human and machine are becoming increasingly blurred. Artificial Intelligence (AI) technology, in its relentless evolution, has given rise to remarkable language models that can understand and generate human-like text. "Prompt Engineering for ChatGPT," demystifies the intricacies of this ground breaking technology, offering insights and strategies to harness its capabilities.
Reinventing Blogging with ChatGPT
Author: Laua Maya
Publisher: Estalontech
ISBN:
Category : Computers
Languages : en
Pages : 83
Book Description
"Reinventing Blogging with ChatGPT" is a comprehensive guidebook for bloggers and authors seeking to enhance their content creation workflow through the use of AI language model ChatGPT. The book provides a clear and concise overview of the entire process, from identifying target audiences and niches to sharing posts on social media and evaluating blog performance. What sets this book apart is its focus on writing from prompts. To aid bloggers in generating fresh and creative ideas, the authors provide various sentence, multiple sentence, and conversation prompts throughout the book. These prompts are designed to complement specific chapters, such as "Creating Your Blog's Mission Statement" and "Brainstorming Blog Post Topics," and can help bloggers who may be struggling to come up with ideas. In addition to prompts, the book covers other essential aspects of blogging, such as search engine optimization (SEO), affiliate marketing, and social media promotion. The authors offer actionable advice and tactics on how to increase visibility and readership through strategic use of these tools. For instance, in the chapter "Inserting Strategic Links and Affiliate Links," the writers provide best practices for incorporating affiliate links to monetize blogs without sacrificing writing integrity. The book also devotes several chapters to leveraging ChatGPT to improve the content development process. The authors provide an overview of ChatGPT and explain how to use it for generating topic ideas, refining writing, and creating attention-grabbing headlines. The prompts offered throughout the book make it easy for bloggers to produce high-quality content quickly and easily. Another key feature of the book is its focus on reader engagement. The authors offer practical advice on developing relationships with and maintaining interest from the target audience. The section "Interacting with Your Audience" details how bloggers can encourage conversation and feedback through comments and other tools. Finally, the book concludes with a chapter on performance analysis. The authors provide guidance on measuring the success of blog content using metrics such as readership and time spent on site. By monitoring these statistics, bloggers can identify what is working and what is not, leading to better content and higher rankings. In conclusion, "Reinventing Blogging with ChatGPT" is an invaluable resource for bloggers and authors seeking to improve their content creation process and attract a larger readership. The book's emphasis on writing from prompts and practical advice for audience engagement and performance analysis make it a must-read for bloggers of all skill levels.
Publisher: Estalontech
ISBN:
Category : Computers
Languages : en
Pages : 83
Book Description
"Reinventing Blogging with ChatGPT" is a comprehensive guidebook for bloggers and authors seeking to enhance their content creation workflow through the use of AI language model ChatGPT. The book provides a clear and concise overview of the entire process, from identifying target audiences and niches to sharing posts on social media and evaluating blog performance. What sets this book apart is its focus on writing from prompts. To aid bloggers in generating fresh and creative ideas, the authors provide various sentence, multiple sentence, and conversation prompts throughout the book. These prompts are designed to complement specific chapters, such as "Creating Your Blog's Mission Statement" and "Brainstorming Blog Post Topics," and can help bloggers who may be struggling to come up with ideas. In addition to prompts, the book covers other essential aspects of blogging, such as search engine optimization (SEO), affiliate marketing, and social media promotion. The authors offer actionable advice and tactics on how to increase visibility and readership through strategic use of these tools. For instance, in the chapter "Inserting Strategic Links and Affiliate Links," the writers provide best practices for incorporating affiliate links to monetize blogs without sacrificing writing integrity. The book also devotes several chapters to leveraging ChatGPT to improve the content development process. The authors provide an overview of ChatGPT and explain how to use it for generating topic ideas, refining writing, and creating attention-grabbing headlines. The prompts offered throughout the book make it easy for bloggers to produce high-quality content quickly and easily. Another key feature of the book is its focus on reader engagement. The authors offer practical advice on developing relationships with and maintaining interest from the target audience. The section "Interacting with Your Audience" details how bloggers can encourage conversation and feedback through comments and other tools. Finally, the book concludes with a chapter on performance analysis. The authors provide guidance on measuring the success of blog content using metrics such as readership and time spent on site. By monitoring these statistics, bloggers can identify what is working and what is not, leading to better content and higher rankings. In conclusion, "Reinventing Blogging with ChatGPT" is an invaluable resource for bloggers and authors seeking to improve their content creation process and attract a larger readership. The book's emphasis on writing from prompts and practical advice for audience engagement and performance analysis make it a must-read for bloggers of all skill levels.
Mastering Crisis Communication with ChatGPT
Author: Philippe Borremans
Publisher: Philippe Borremans
ISBN:
Category : Business & Economics
Languages : en
Pages : 69
Book Description
"Mastering Crisis Communication with ChatGPT: A Practical Guide" covers key strategies for utilizing the AI's technical writing and summarizing skills to generate fictive crisis scenarios, reactive statements, key messages, and plans for crisis communication.
Publisher: Philippe Borremans
ISBN:
Category : Business & Economics
Languages : en
Pages : 69
Book Description
"Mastering Crisis Communication with ChatGPT: A Practical Guide" covers key strategies for utilizing the AI's technical writing and summarizing skills to generate fictive crisis scenarios, reactive statements, key messages, and plans for crisis communication.
Python 3 Data Visualization Using ChatGPT / GPT-4
Author: Oswald Campesato
Publisher: Stylus Publishing, LLC
ISBN: 1501518852
Category : Computers
Languages : en
Pages : 310
Book Description
This book is designed to show readers the concepts of Python 3 programming and the art of data visualization. It also explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories. Chapter 1 introduces the essentials of Python, covering a vast array of topics from basic data types, loops, and functions to more advanced constructs like dictionaries, sets, and matrices. In Chapter 2, the focus shifts to NumPy and its powerful array operations, leading into data visualization using prominent libraries such as Matplotlib. Chapter 6 includes Seaborn's rich visualization tools, offering insights into datasets like Iris and Titanic. Further, the book covers other visualization tools and techniques, including SVG graphics, D3 for dynamic visualizations, and more. Chapter 7 covers information about the main features of ChatGPT and GPT-4, as well as some of their competitors. Chapter 8 contains examples of using ChatGPT in order to perform data visualization, such as charts and graphs that are based on datasets (e.g., the Titanic dataset). Companion files with code, datasets, and figures are available for downloading. From foundational Python concepts to the intricacies of data visualization, this book is ideal for Python practitioners, data scientists, and anyone in the field of data analytics looking to enhance their storytelling with data through visuals. It's also perfect for educators seeking material for teaching advanced data visualization techniques. FEATURES Explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories Contains detailed tutorials that guide you through the creation of complex visuals Tackles actual data scenarios and builds your expertise as you apply learned concepts to real datasets Features data manipulation and cleaning with Pandas to prepare flawless datasets ready for visualization Includes companion files with source code, data sets, and figures
Publisher: Stylus Publishing, LLC
ISBN: 1501518852
Category : Computers
Languages : en
Pages : 310
Book Description
This book is designed to show readers the concepts of Python 3 programming and the art of data visualization. It also explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories. Chapter 1 introduces the essentials of Python, covering a vast array of topics from basic data types, loops, and functions to more advanced constructs like dictionaries, sets, and matrices. In Chapter 2, the focus shifts to NumPy and its powerful array operations, leading into data visualization using prominent libraries such as Matplotlib. Chapter 6 includes Seaborn's rich visualization tools, offering insights into datasets like Iris and Titanic. Further, the book covers other visualization tools and techniques, including SVG graphics, D3 for dynamic visualizations, and more. Chapter 7 covers information about the main features of ChatGPT and GPT-4, as well as some of their competitors. Chapter 8 contains examples of using ChatGPT in order to perform data visualization, such as charts and graphs that are based on datasets (e.g., the Titanic dataset). Companion files with code, datasets, and figures are available for downloading. From foundational Python concepts to the intricacies of data visualization, this book is ideal for Python practitioners, data scientists, and anyone in the field of data analytics looking to enhance their storytelling with data through visuals. It's also perfect for educators seeking material for teaching advanced data visualization techniques. FEATURES Explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories Contains detailed tutorials that guide you through the creation of complex visuals Tackles actual data scenarios and builds your expertise as you apply learned concepts to real datasets Features data manipulation and cleaning with Pandas to prepare flawless datasets ready for visualization Includes companion files with source code, data sets, and figures
Transformers for Natural Language Processing and Computer Vision
Author: Denis Rothman
Publisher: Packt Publishing Ltd
ISBN: 1805123742
Category : Computers
Languages : en
Pages : 731
Book Description
The definitive guide to LLMs, from architectures, pretraining, and fine-tuning to Retrieval Augmented Generation (RAG), multimodal Generative AI, risks, and implementations with ChatGPT Plus with GPT-4, Hugging Face, and Vertex AI Key Features Compare and contrast 20+ models (including GPT-4, BERT, and Llama 2) and multiple platforms and libraries to find the right solution for your project Apply RAG with LLMs using customized texts and embeddings Mitigate LLM risks, such as hallucinations, using moderation models and knowledge bases Purchase of the print or Kindle book includes a free eBook in PDF format Book DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV). The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You’ll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You’ll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs. Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication. This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learn Breakdown and understand the architectures of the Original Transformer, BERT, GPT models, T5, PaLM, ViT, CLIP, and DALL-E Fine-tune BERT, GPT, and PaLM 2 models Learn about different tokenizers and the best practices for preprocessing language data Pretrain a RoBERTa model from scratch Implement retrieval augmented generation and rules bases to mitigate hallucinations Visualize transformer model activity for deeper insights using BertViz, LIME, and SHAP Go in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4V Who this book is for This book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field. Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.
Publisher: Packt Publishing Ltd
ISBN: 1805123742
Category : Computers
Languages : en
Pages : 731
Book Description
The definitive guide to LLMs, from architectures, pretraining, and fine-tuning to Retrieval Augmented Generation (RAG), multimodal Generative AI, risks, and implementations with ChatGPT Plus with GPT-4, Hugging Face, and Vertex AI Key Features Compare and contrast 20+ models (including GPT-4, BERT, and Llama 2) and multiple platforms and libraries to find the right solution for your project Apply RAG with LLMs using customized texts and embeddings Mitigate LLM risks, such as hallucinations, using moderation models and knowledge bases Purchase of the print or Kindle book includes a free eBook in PDF format Book DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV). The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You’ll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You’ll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs. Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication. This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learn Breakdown and understand the architectures of the Original Transformer, BERT, GPT models, T5, PaLM, ViT, CLIP, and DALL-E Fine-tune BERT, GPT, and PaLM 2 models Learn about different tokenizers and the best practices for preprocessing language data Pretrain a RoBERTa model from scratch Implement retrieval augmented generation and rules bases to mitigate hallucinations Visualize transformer model activity for deeper insights using BertViz, LIME, and SHAP Go in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4V Who this book is for This book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field. Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.
ChatGPT for Cybersecurity Cookbook
Author: Clint Bodungen
Publisher: Packt Publishing Ltd
ISBN: 1805125117
Category : Computers
Languages : en
Pages : 372
Book Description
Master ChatGPT and the OpenAI API and harness the power of cutting-edge generative AI and large language models to revolutionize the way you perform penetration testing, threat detection, and risk assessment. Key Features Enhance your skills by leveraging ChatGPT to generate complex commands, write code, and create tools Automate penetration testing, risk assessment, and threat detection tasks using the OpenAI API and Python programming Revolutionize your approach to cybersecurity with an AI-powered toolkit Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAre you ready to unleash the potential of AI-driven cybersecurity? This cookbook takes you on a journey toward enhancing your cybersecurity skills, whether you’re a novice or a seasoned professional. By leveraging cutting-edge generative AI and large language models such as ChatGPT, you'll gain a competitive advantage in the ever-evolving cybersecurity landscape. ChatGPT for Cybersecurity Cookbook shows you how to automate and optimize various cybersecurity tasks, including penetration testing, vulnerability assessments, risk assessment, and threat detection. Each recipe demonstrates step by step how to utilize ChatGPT and the OpenAI API to generate complex commands, write code, and even create complete tools. You’ll discover how AI-powered cybersecurity can revolutionize your approach to security, providing you with new strategies and techniques for tackling challenges. As you progress, you’ll dive into detailed recipes covering attack vector automation, vulnerability scanning, GPT-assisted code analysis, and more. By learning to harness the power of generative AI, you'll not only expand your skillset but also increase your efficiency. By the end of this cybersecurity book, you’ll have the confidence and knowledge you need to stay ahead of the curve, mastering the latest generative AI tools and techniques in cybersecurity.What you will learn Master ChatGPT prompt engineering for complex cybersecurity tasks Use the OpenAI API to enhance and automate penetration testing Implement artificial intelligence-driven vulnerability assessments and risk analyses Automate threat detection with the OpenAI API Develop custom AI-enhanced cybersecurity tools and scripts Perform AI-powered cybersecurity training and exercises Optimize cybersecurity workflows using generative AI-powered techniques Who this book is for This book is for cybersecurity professionals, IT experts, and enthusiasts looking to harness the power of ChatGPT and the OpenAI API in their cybersecurity operations. Whether you're a red teamer, blue teamer, or security researcher, this book will help you revolutionize your approach to cybersecurity with generative AI-powered techniques. A basic understanding of cybersecurity concepts along with familiarity in Python programming is expected. Experience with command-line tools and basic knowledge of networking concepts and web technologies is also required.
Publisher: Packt Publishing Ltd
ISBN: 1805125117
Category : Computers
Languages : en
Pages : 372
Book Description
Master ChatGPT and the OpenAI API and harness the power of cutting-edge generative AI and large language models to revolutionize the way you perform penetration testing, threat detection, and risk assessment. Key Features Enhance your skills by leveraging ChatGPT to generate complex commands, write code, and create tools Automate penetration testing, risk assessment, and threat detection tasks using the OpenAI API and Python programming Revolutionize your approach to cybersecurity with an AI-powered toolkit Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAre you ready to unleash the potential of AI-driven cybersecurity? This cookbook takes you on a journey toward enhancing your cybersecurity skills, whether you’re a novice or a seasoned professional. By leveraging cutting-edge generative AI and large language models such as ChatGPT, you'll gain a competitive advantage in the ever-evolving cybersecurity landscape. ChatGPT for Cybersecurity Cookbook shows you how to automate and optimize various cybersecurity tasks, including penetration testing, vulnerability assessments, risk assessment, and threat detection. Each recipe demonstrates step by step how to utilize ChatGPT and the OpenAI API to generate complex commands, write code, and even create complete tools. You’ll discover how AI-powered cybersecurity can revolutionize your approach to security, providing you with new strategies and techniques for tackling challenges. As you progress, you’ll dive into detailed recipes covering attack vector automation, vulnerability scanning, GPT-assisted code analysis, and more. By learning to harness the power of generative AI, you'll not only expand your skillset but also increase your efficiency. By the end of this cybersecurity book, you’ll have the confidence and knowledge you need to stay ahead of the curve, mastering the latest generative AI tools and techniques in cybersecurity.What you will learn Master ChatGPT prompt engineering for complex cybersecurity tasks Use the OpenAI API to enhance and automate penetration testing Implement artificial intelligence-driven vulnerability assessments and risk analyses Automate threat detection with the OpenAI API Develop custom AI-enhanced cybersecurity tools and scripts Perform AI-powered cybersecurity training and exercises Optimize cybersecurity workflows using generative AI-powered techniques Who this book is for This book is for cybersecurity professionals, IT experts, and enthusiasts looking to harness the power of ChatGPT and the OpenAI API in their cybersecurity operations. Whether you're a red teamer, blue teamer, or security researcher, this book will help you revolutionize your approach to cybersecurity with generative AI-powered techniques. A basic understanding of cybersecurity concepts along with familiarity in Python programming is expected. Experience with command-line tools and basic knowledge of networking concepts and web technologies is also required.