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Developing Apps With Gpt 4 And Chatgpt
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Book Synopsis Developing Apps with GPT-4 and ChatGPT by : Olivier Caelen
Download or read book Developing Apps with GPT-4 and ChatGPT written by Olivier Caelen and published by "O'Reilly Media, Inc.". This book was released on 2023-08-29 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This minibook is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: The fundamentals and benefits of ChatGPT and GPT-4 and how they work How to integrate these models into Python-based applications for NLP tasks How to develop applications using GPT-4 or ChatGPT APIs in Python for text generation, question answering, and content summarization, among other tasks Advanced GPT topics including prompt engineering, fine-tuning models for specific tasks, plug-ins, LangChain, and more
Book Synopsis Developing Apps with GPT-4 and ChatGPT by : Olivier Caelen
Download or read book Developing Apps with GPT-4 and ChatGPT written by Olivier Caelen and published by "O'Reilly Media, Inc.". This book was released on 2024-07-10 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an ideal guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and GPT-3.5 models and explain how they work. You'll also get a step-by-step guide for developing applications using the OpenAI Python library, including text generation, Q&A, and smart assistants. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: Fundamentals and benefits of GPT-4 and GPT-3.5 models, including the main features and how they work How to integrate these models into Python-based applications, leveraging natural language processing capabilities and overcoming specific LLM-related challenges Examples of applications demonstrating the OpenAI API in Python for tasks including text generation, question answering, content summarization, classification, and more Advanced LLM topics such as prompt engineering, fine-tuning models for specific tasks, RAG, plug-ins, LangChain, LlamaIndex, GPTs, and assistants Olivier Caelen is a machine learning researcher at Worldline and teaches machine learning courses at the University of Brussels. Marie-Alice Blete, a software architect and data engineer in Worldline's R&D department, is interested in performance and latency issues associated with AI solutions.
Book Synopsis OpenAI GPT For Python Developers - 2nd Edition by : Aymen El Amri
Download or read book OpenAI GPT For Python Developers - 2nd Edition written by Aymen El Amri and published by Independently Published. This book was released on 2024-02-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The knowledge you'll acquire from this guide will be applicable to the current families of GPT models (GPT-3, GPT-3.5, GPT-4, etc.) and will likely also be relevant to GPT-5, should it ever be released. OpenAI provides APIs (Application Programming Interfaces) to access their AI. The goal of an API is to abstract the underlying models by creating a universal interface for all versions, allowing users to use GPT regardless of its version. This guide aims to provide a comprehensive, step-by-step tutorial on how to utilize GPT-3.5 and GPT-4 in your projects via this API. It also covers other models, such as Whisper and Text-to-Speech. If you're developing a chatbot, an AI assistant, or a web application that utilizes AI-generated data, this guide will assist you in achieving your objectives. If you have a basic understanding of the Python programming language and are willing to learn a few additional techniques, such as using Pandas Dataframes and some NLP methods, you possess all the necessary tools to start building intelligent systems with OpenAI tools. Rest assured, you don't need to be a data scientist, machine learning engineer, or AI expert to comprehend and implement the concepts, techniques, and tutorials presented in this guide. The explanations provided are straightforward and easy to understand, featuring simple Python code, examples, and hands-on exercises. This guide emphasizes practical, hands-on learning and is designed to assist readers in building real-world applications. It is example-driven and provides numerous practical examples to help readers understand the concepts and apply them to real-life scenarios to solve real-world problems. By the end of your learning journey, you will have developed applications such as: Fine-tuned, domain-specific chatbots. An intelligent conversational system with memory and context. A semantic modern search engine using RAG and other techniques. An intelligent coffee recommendation system based on your taste. A chatbot assistant to assist with Linux commands A fine-tuned news category prediction system. An AI-to-AI autonomous discussion system to simulate human-like conversations or solve problems An AI-based mental health coach trained on a large dataset of mental health conversations and more! By reading this guide and following the examples, you will be able to: Understand the different models available, and how and when to use each one. Generate human-like text for various purposes, such as answering questions, creating content, and other creative uses. Control the creativity of GPT models and adopt the best practices to generate high-quality text. Transform and edit the text to perform translation, formatting, and other useful tasks. Optimize the performance of GPT models using various parameters and options such as max_tokens, temperature, top_p, n, stream, logprobs, stop, presence_penalty, frequency_penalty, best_of, and others. Stem, lemmatize and reduce your costs when using the API. Understand Context Stuffing, chaining, and practice prompt engineering. Implement a chatbot with memory and context. Create prediction algorithms and zero-shot techniques and evaluate their accuracy. Understand, practice, and improve few-shot learning. Understand fine-tuning and leverage its power to create your own fine-tuned models. Understand and use fine-tuning best practices Practice training and classification techniques using GPT. Understand embedding and how companies such as Tesla and Notion are using it. Understand and implement semantic search, RAG, and other advanced tools and concepts. Integrate a Vector Database (e.g.: Weaviate) with your intelligent systems.
Book Synopsis OpenAI GPT For Python Developers by : Aymen El Amri
Download or read book OpenAI GPT For Python Developers written by Aymen El Amri and published by Packt Publishing Ltd. This book was released on 2024-05-21 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: "OpenAI GPT for Python Developers" is your comprehensive guide to mastering the integration of OpenAI's GPT models into your Python projects, enhancing applications with various AI capabilities from chat completions to AI avatars. Key Features Strategies for optimizing and personalizing GPT models for specific applications. Insights into integrating additional OpenAI technologies like Whisper and Weaviate. Strong emphasis on responsible AI development and deployment. Book Description“OpenAI GPT for Python Developers” is meticulously crafted to provide Python developers with a deep dive into the mechanics and applications of GPT technology, beginning with a captivating narrative on the evolution of OpenAI and the fundamental workings of GPT models. As readers progress, they will be expertly guided through the essential steps of setting up a development environment tailored for AI innovations, coupled with insightful advice on selecting the most appropriate GPT model to suit specific project needs. The guide progresses into practical tutorials that cover the implementation of chat completions and the art of prompt engineering, providing a solid foundation in harnessing the capabilities of GPT for generating human-like text responses. Practical applications are further expanded with discussions on the creation of autonomous AI-to-AI dialogues, the development of AI avatars, and the strategic use of AI in interactive applications. In addition to technical skills, this book addresses the ethical implications and prospects of AI technologies, encouraging a holistic view of AI development. The guide is enriched with detailed examples, step-by-step tutorials, and comprehensive explanations that illuminate the theoretical aspects and emphasize practical implementation.What you will learn Set up the development environment for OpenAI GPT. Understand and choose the right GPT model for your needs. Implement advanced prompt engineering techniques. Explore embedding and advanced embedding examples. Utilize OpenAI's Whisper for speech recognition and translation. Integrate OpenAI TTS models for text-to-speech applications. Who this book is for This book is designed for readers at an intermediate to advanced level who have a basic understanding of machine learning concepts and are eager to expand their expertise in AI with a focus on OpenAI's technologies. Ideal for those involved in AI-driven projects, the book assumes familiarity with Python programming and a fundamental grasp of AI principles. It’s especially beneficial for developers aiming to integrate GPT models into applications, AI researchers, and technical professionals involved in AI product development.
Book Synopsis OpenAI API Cookbook by : Henry Habib
Download or read book OpenAI API Cookbook written by Henry Habib and published by Packt Publishing Ltd. This book was released on 2024-03-12 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the vast possibilities of integrating the ChatGPT API across various domains, from creating simple wrappers to developing knowledge-based assistants, multi-model applications, and conversational interfaces Key Features Understand the different elements, endpoints, and parameters of the OpenAI API Build tailored intelligent applications and workflows with the OpenAI API Create versatile assistants with for a multitude of tasks Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAs artificial intelligence continues to reshape industries with OpenAI at the forefront of AI research, knowing how to create innovative applications such as chatbots, virtual assistants, content generators, and productivity enhancers is a game-changer. This book takes a practical, recipe-based approach to unlocking the power of OpenAI API to build high-performance intelligent applications in diverse industries and seamlessly integrate ChatGPT in your workflows to increase productivity. You’ll begin with the OpenAI API fundamentals, covering setup, authentication, and key parameters, and quickly progress to the different elements of the OpenAI API. Once you’ve learned how to use it effectively and tweak parameters for better results, you’ll follow advanced recipes for enhancing user experience and refining outputs. The book guides your transition from development to live application deployment, setting up the API for public use and application backend. Further, you’ll discover step-by-step recipes for building knowledge-based assistants and multi-model applications tailored to your specific needs. By the end of this book, you’ll have worked through recipes involving various OpenAI API endpoints and built a variety of intelligent applications, ready to apply this experience to building AI-powered solutions of your own.What you will learn Grasp the fundamentals of the OpenAI API Navigate the API's capabilities and limitations of the API Set up the OpenAI API with step-by-step instructions, from obtaining your API key to making your first call Explore advanced features such as system messages, fine-tuning, and the effects of different parameters Integrate the OpenAI API into existing applications and workflows to enhance their functionality with AI Design and build applications that fully harness the power of ChatGPT Who this book is for This book is perfect for developers, data scientists, AI/tech enthusiasts, citizen developers, and no-code aficionados keen on using and mastering the OpenAI API. Whether you’re a beginner or experienced professional, this book is ideal for quickly creating intelligent applications such as chatbots or content generators, through step-by-step recipes that take you from the basics of the API to creating sophisticated applications systematically. The OpenAI API is accessed with Python in this book, so familiarity with Python and APIs is preferred but not mandatory.
Book Synopsis Introduction to Chat GPT: Supercharge Your Productivity with AI - Create Apps, Websites, Google Chrome Extensions & Much More by : A. C. Hamilton
Download or read book Introduction to Chat GPT: Supercharge Your Productivity with AI - Create Apps, Websites, Google Chrome Extensions & Much More written by A. C. Hamilton and published by . This book was released on 2022-12-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock The Power Of AI - Get A Front Row Seat To The AI Revolution With Chat GPT! Learn About The Awesome Abilities of Chat GPT And How I Wrote This Book In Just ONE DAY!Get ready to embark on a journey into the world of cutting-edge technology and artificial intelligence! Whether you're an author, content creator, or simply someone who is curious about AI, this book is for you.Discover the awe-inspiring abilities of Chat GPT - a game-changing technology in natural language processing. In this comprehensive guide, you'll learn everything you need to know about Chat GPT, including its inner workings, advanced capabilities, and practical applications. With the updated content, you'll also learn valuable insight into the additional capabilities of Chat GPT such as how to use it to create websites, software applications, Google Chrome extensions, and more.This book is packed with useful insights, real-life examples, and step-by-step instructions to help you understand and implement Chat GPT into your own projects. Whether you're looking to create captivating content, automate tedious writing tasks, or generate custom text for personal or professional use, this guide will provide you with the tools and knowledge you need.Learn:The fundamentals of natural language processing and deep learningHow Chat GPT is trained and how it can be fine-tunedHow to generate responses and interpret user input with Chat GPTTips for incorporating Chat GPT into your projects and unlocking its full potentialWho This Book is For:This book is for anyone and everyone who wants to be part of the AI revolution. Whether you're an author searching for creative inspiration, a social media influencer looking to optimize your content creation, or simply someone who wants to experience the power of AI, this guide has something for you. Say goodbye to writer's block and hello to endless possibilities with Chat GPT.
Book Synopsis Advanced App Development with GPT-4o, GPT-4o Mini, and GPT-4 by : Marco Gottschalk
Download or read book Advanced App Development with GPT-4o, GPT-4o Mini, and GPT-4 written by Marco Gottschalk and published by Independently Published. This book was released on 2024-08-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive guide takes you through the cutting-edge world of Generative Pre-trained Transformer (GPT) models, empowering you to create sophisticated applications that revolutionize user experiences. In this book, you'll discover how to seamlessly integrate GPT into your projects, from ideation to deployment. Whether you're a seasoned developer or just starting out, this guide offers practical insights, hands-on examples, and expert tips that make advanced AI technology accessible to everyone. What You'll Learn: -Foundations of GPT Technology: Understand the core principles behind GPT models and how they can be leveraged in app development. - Building Intelligent Applications: Step-by-step instructions on integrating GPT to create responsive, intuitive, and adaptive applications. - Enhancing User Interactions: Learn how to use GPT to improve user engagement and deliver personalized experiences. - Optimization and Scaling: Master the art of optimizing your GPT-powered applications for performance and scalability in real-world environments. - Practical Use Cases: Explore a variety of industry-specific applications, from chatbots and virtual assistants to content generation and beyond. With Advanced App Development with GPT, you're not just learning how to code-you're learning how to innovate. This book is your roadmap to mastering the future of AI technology, enabling you to stay ahead in a rapidly evolving digital landscape. Who This Book Is For: - App Developers: Seeking to incorporate cutting-edge AI into their applications. - Tech Enthusiasts: Interested in understanding the potential of GPT technology. - Business Innovators: Looking to leverage AI to create smarter, more efficient solutions.
Book Synopsis Natural Language Processing with Python by : Steven Bird
Download or read book Natural Language Processing with Python written by Steven Bird and published by "O'Reilly Media, Inc.". This book was released on 2009-06-12 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.
Download or read book ChatGPT Riches written by Zion Enoch and published by . This book was released on 2024-04-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you ready to unlock the gateway to unprecedented success? Wondering how some white & black folks got so rich while you're still stuck in the rat race? Welcome to a world where AI-powered chatbots reign supreme and conversations become pathways to profitability. Dive deep into the inner workings of cutting-edge chatbot technology and uncover the secrets to crafting compelling and dynamic interactions. From engaging customers to streamlining business processes, discover how AI-driven chatbots can catapult your enterprise to new heights of success. Packed with actionable insights and battle-tested strategies, "ChatGPT Riches" empowers you to harness the full potential of AI for unparalleled growth and prosperity. And here's the kicker: You don't need to be a tech genius to benefit from ChatGPT Riches. With user-friendly tips and step-by-step instructions, even the most technologically challenged individuals can leverage the power of AI to elevate their businesses. But what exactly can AI-powered chatbots do for your business? Let's delve into the benefits: Enhanced Customer Engagement: AI chatbots enable personalized interactions with customers, leading to higher engagement and satisfaction levels. By understanding customer preferences and behaviors, businesses can tailor their offerings to meet individual needs, fostering long-term loyalty and trust. Streamlined Operations: ChatGPT for teachers and businesses alike streamlines operations by automating repetitive tasks such as customer inquiries, appointment scheduling, and order processing. This frees up valuable time and resources, allowing organizations to focus on strategic initiatives and innovation. Increased Sales and Revenue: By leveraging AI chatbots to provide real-time assistance and recommendations, businesses can drive conversions and increase sales. Whether it's guiding customers through the purchasing process or upselling complementary products, chatbots act as virtual sales assistants, driving revenue growth. Cost Savings: Implementing AI chatbots can significantly reduce operational costs associated with customer support, sales, and administrative tasks. With automated processes in place, businesses can operate more efficiently and allocate resources towards areas that drive the most value. Scalability: AI chatbots are highly scalable, capable of handling thousands of interactions simultaneously without compromising on quality. This scalability is essential for businesses experiencing rapid growth or seasonal fluctuations in demand, ensuring seamless customer experiences regardless of volume. Competitive Advantage: In today's competitive landscape, staying ahead of the curve is crucial for success. By embracing AI-powered chatbots early on, businesses can gain a competitive advantage by offering innovative and personalized experiences that set them apart from the competition. Whether you're a seasoned professional or a budding innovator, this definitive guide offers something for everyone. From developing apps with GPT-4 and ChatGPT to leveraging AI chatbots for teachers, automating business workflow, and the opportunities are limitless. Don't just dream of a brighter tomorrow-seize it with both hands. Your journey to professional triumph starts here. Experience the future of business communication. Experience ChatGPT Riches.
Book Synopsis Natural Language Processing with Transformers, Revised Edition by : Lewis Tunstall
Download or read book Natural Language Processing with Transformers, Revised Edition written by Lewis Tunstall and published by "O'Reilly Media, Inc.". This book was released on 2022-05-26 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments
Book Synopsis Designing Data-Intensive Applications by : Martin Kleppmann
Download or read book Designing Data-Intensive Applications written by Martin Kleppmann and published by "O'Reilly Media, Inc.". This book was released on 2017-03-16 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords? In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures
Book Synopsis Applied Natural Language Processing in the Enterprise by : Ankur A. Patel
Download or read book Applied Natural Language Processing in the Enterprise written by Ankur A. Patel and published by "O'Reilly Media, Inc.". This book was released on 2021-05-12 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlight the best practices in modern NLP. Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension Train NLP models with performance comparable or superior to that of out-of-the-box systems Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production
Book Synopsis Android App Development For Dummies by : Michael Burton
Download or read book Android App Development For Dummies written by Michael Burton and published by John Wiley & Sons. This book was released on 2015-03-09 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: The updated edition of the bestselling guide to Android app development If you have ambitions to build an Android app, this hands-on guide gives you everything you need to dig into the development process and turn your great idea into a reality! In this new edition of Android App Development For Dummies, you'll find easy-to-follow access to the latest programming techniques that take advantage of the new features of the Android operating system. Plus, two programs are provided: a simple program to get you started and an intermediate program that uses more advanced aspects of the Android platform. Android mobile devices currently account for nearly 80% of mobile phone market share worldwide, making it the best platform to reach the widest possible audience. With the help of this friendly guide, developers of all stripes will quickly find out how to install the tools they need, design a good user interface, grasp the design differences between phone and tablet applications, handle user input, avoid common pitfalls, and turn a "meh" app into one that garners applause. Create seriously cool apps for the latest Android smartphones and tablets Adapt your existing apps for use on an Android device Start working with programs and tools to create Android apps Publish your apps to the Google Play Store Whether you're a new or veteran programmer, Android App Development For Dummies will have you up and running with the ins and outs of the Android platform in no time.
Book Synopsis Building Products for the Enterprise by : Blair Reeves
Download or read book Building Products for the Enterprise written by Blair Reeves and published by "O'Reilly Media, Inc.". This book was released on 2018-03-09 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re new to software product management or just want to learn more about it, there’s plenty of advice available—but most of it is geared toward consumer products. Creating high-quality software for the enterprise involves a much different set of challenges. In this practical book, two expert product managers provide straightforward guidance for people looking to join the thriving enterprise market. Authors Blair Reeves and Benjamin Gaines explain critical differences between enterprise and consumer products, and deliver strategies for overcoming challenges when building for the enterprise. You’ll learn how to cultivate knowledge of your organization, the products you build, and the industry you serve. Explore why: Identifying customer vs user problems is an enterprise project manager’s main challenge Effective collaboration requires in-depth knowledge of the organization Analyzing data is key to understanding why users buy and retain your product Having experience in the industry you’re building products for is valuable Product longevity depends on knowing where the industry is headed
Download or read book Exploring GPT-3 written by Steve Tingiris and published by Packt Publishing Ltd. This book was released on 2021-08-27 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and Python Key FeaturesUnderstand the power of potential GPT-3 language models and the risks involvedExplore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examplesPlan and prepare a GPT-3 application for the OpenAI review process required for publishing a live applicationBook Description Generative Pre-trained Transformer 3 (GPT-3) is a highly advanced language model from OpenAI that can generate written text that is virtually indistinguishable from text written by humans. Whether you have a technical or non-technical background, this book will help you understand and start working with GPT-3 and the OpenAI API. If you want to get hands-on with leveraging artificial intelligence for natural language processing (NLP) tasks, this easy-to-follow book will help you get started. Beginning with a high-level introduction to NLP and GPT-3, the book takes you through practical examples that show how to leverage the OpenAI API and GPT-3 for text generation, classification, and semantic search. You'll explore the capabilities of the OpenAI API and GPT-3 and find out which NLP use cases GPT-3 is best suited for. You'll also learn how to use the API and optimize requests for the best possible results. With examples focusing on the OpenAI Playground and easy-to-follow JavaScript and Python code samples, the book illustrates the possible applications of GPT-3 in production. By the end of this book, you'll understand the best use cases for GPT-3 and how to integrate the OpenAI API in your applications for a wide array of NLP tasks. What you will learnUnderstand what GPT-3 is and how it can be used for various NLP tasksGet a high-level introduction to GPT-3 and the OpenAI APIImplement JavaScript and Python code examples that call the OpenAI APIStructure GPT-3 prompts and options to get the best possible resultsSelect the right GPT-3 engine or model to optimize for speed and cost-efficiencyFind out which use cases would not be suitable for GPT-3Create a GPT-3-powered knowledge base application that follows OpenAI guidelinesWho this book is for Exploring GPT-3 is for anyone interested in natural language processing or learning GPT-3 with or without a technical background. Developers, product managers, entrepreneurs, and hobbyists looking to get to grips with NLP, AI, and GPT-3 will find this book useful. Basic computer skills are all you need to get the most out of this book.
Book Synopsis Learning Test-Driven Development by : Saleem Siddiqui
Download or read book Learning Test-Driven Development written by Saleem Siddiqui and published by "O'Reilly Media, Inc.". This book was released on 2021-10-12 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your code is a testament to your skills as a developer. No matter what language you use, code should be clean, elegant, and uncluttered. By using test-driven development (TDD), you'll write code that's easy to understand, retains its elegance, and works for months, even years, to come. With this indispensable guide, you'll learn how to use TDD with three different languages: Go, JavaScript, and Python. Author Saleem Siddiqui shows you how to tackle domain complexity using a unit test-driven approach. TDD partitions requirements into small, implementable features, enabling you to solve problems irrespective of the languages and frameworks you use. With Learning Test-Driven Development at your side, you'll learn how to incorporate TDD into your regular coding practice. This book helps you: Use TDD's divide-and-conquer approach to tame domain complexity Understand how TDD works across languages, testing frameworks, and domain concepts Learn how TDD enables continuous integration Support refactoring and redesign with TDD Learn how to write a simple and effective unit test harness in JavaScript Set up a continuous integration environment with the unit tests produced during TDD Write clean, uncluttered code using TDD in Go, JavaScript, and Python
Book Synopsis How to Build a Billion Dollar App by : George Berkowski
Download or read book How to Build a Billion Dollar App written by George Berkowski and published by Little Brown Uk. This book was released on 2014-09-04 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible, step-by-step guide to building an app-based business—essential reading for anyone who has an idea for an app, but is unsure of where to start Apps have changed the way we communicate, shop, play, interact, and travel, and their phenomenal popularity has presented possibly the biggest business opportunity in history. InHow to Build a Billion Dollar App, serial tech entrepreneur George Berkowski—one of the minds behind the internationally successful taxi hailing app Hailo—gives you exclusive access to the secrets behind the success of the select group of apps that have achieved billion-dollar success. Berkowski draws exclusively on the inside stories of the billion-dollar app club members, including Instagram, Whatsapp, Snapchat, Candy Crush, Square, Viber, Clash of Clans, Angry Birds, Uber, and Flipboard to provide all the information you need to create your own spectacularly successful mobile business. He guides you through each step, from an idea scribbled on the back of an envelope, through to finding a cofounder, building a team, attracting (and keeping) millions of users, all the way through to juggling the pressures of being CEO of a billion-dollar company (and still staying ahead of the competition). If you've ever dreamed of quitting your nine to five job to launch your own company or you're a gifted developer, seasoned entrepreneur, or just intrigued by mobile technology, How to Build a Billion Dollar App will show you what itreally takes to create your own billion-dollar, mobile business.
