Download or read book The Arrows Cookbook written by Clark Frasier and published by Simon and Schuster. This book was released on 2010-06-15 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part how-to-garden primer, The Arrows Cookbook combines more than 150 delicious recipes with time-tested techniques for growing herbs, vegetables, and edible flowers in a book that reconnects us to the land and the seasons. Cooking food from the backyard garden or farmers' market -- or even using herbs grown in pots in a sunny window -- goes beyond a passion for freshness. On an elemental level, the process reawakens the cook to a cycle of nature that our ancestors understood intuitively but that, for most of us, has been lost in the modern world. When chefs Clark Frasier and Mark Gaier left northern California to open their dream restaurant in southern Maine, they had no intention of becoming culinary pioneers. But in 1988 in Ogunquit, Maine, finding enough fresh vegetables and herbs to power a sophisticated restaurant was indeed a challenge. So, like all can-do Americans, they did something. A ragged field of witchgrass behind the restaurant was turned into a garden where they learned to coax a nine-month growing season out of the chilly earth. They built raised beds, saved seeds, researched heirlooms, consulted experts, and started seedlings. Today, that acre of Maine yields 270 varieties of vegetables, herbs, fruits, and edible flowers that provide 90 percent of the produce served at Arrows. Born of great necessity, the garden is the soul of this destination restaurant. In The Arrows Cookbook, Frasier and Gaier tell us how they do it, charting the timeless journey from seed to supper. Recipes celebrate each season -- Asparagus with Mizuna and Blood Orange Vinaigrette and English Pea Soup in spring; Grilled Antipasto Platter and Rib-Eye Steak with Herbs and Caramelized Onions on a summer evening; Napa Cabbage and Apple Cole Slaw and Roast Pork Loin with Rosemary and Garlic for fall; and Escarole and White Bean Soup and Winter Greens with Pink Grapefruit and Red Onion for the chilly, short days of winter. They also offer new takes on such New England classics as Boiled Dinner, Our Way to Steaming Lobster -- Southeast Asian Style, as well as a glorious Thanksgiving feast complete with Roast Turkey with Gravy. The book is full of clear advice and instructions that will make you elegantly self-sufficient in both kitchen and garden: how to smoke a trout, preserve herbs, use raised beds to extend the growing season, make your own prosciutto, start seeds indoors, roast salmon on a plank, maximize garden space, freeze berries, select edible flowers, grow heirloom tomatoes, pickle hot peppers, find local farmers and fisherman for fresh meats and seafood, and more.
Download or read book LaTeX Cookbook written by Stefan Kottwitz and published by Packt Publishing Ltd. This book was released on 2024-02-29 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore practical LaTeX examples across various fields like mathematics, physics, chemistry, and computer science, and learn to quickly create tables, diagrams, and plots for your thesis, presentations, and articles Key Features Work with ready-to-use document templates to write articles, books, a thesis, and more Refine text, fonts, formulas, and tables, and optimize PDF properties Create captivating graphics directly within LaTeX in 2D and 3D Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe second edition of LaTeX Cookbook offers improved and additional examples especially for users in science and academia, with a focus on new packages for creating graphics with LaTeX. This edition also features an additional chapter on ChatGPT use to improve content, streamline code, and automate tasks, thereby saving time. This book is a practical guide to utilizing the capabilities of modern document classes and exploring the functionalities of the newest LaTeX packages. Starting with familiar document types like articles, books, letters, posters, leaflets, and presentations, it contains detailed tutorials for refining text design, adjusting fonts, managing images, creating tables, and optimizing PDFs. It also covers elements such as the bibliography, glossary, and index. You’ll learn to create graphics directly within LaTeX, including diagrams and plots, and explore LaTeX’s application across various fields like mathematics, physics, chemistry, and computer science. The book’s website offers online compilable code, an example gallery, and supplementary information related to the book, including the author’s LaTeX forum, where you can get personal support. By the end of this book, you’ll have the skills to optimize productivity through practical demonstrations of effective LaTeX usage in diverse scenarios.What you will learn Utilize various document classes and incorporate bibliography, glossary, and index sections Handle arranging and annotating images with ease Create visually appealing tables and learn how to manage fonts efficiently Generate diverse and colorful graphics, including diagrams, flow charts, bar charts, trees, and both 2D and 3D plots Solve writing and drawing tasks across various scientific disciplines Optimize PDF output, enhancing it with metadata, annotations, popups, animations, and fill-in fields Leverage ChatGPT to improve content and code Who this book is for If you're a LaTeX user in school, academia, or industry with a foundational understanding of LaTeX basics, this book offers efficient solutions to expedite your tasks. Tailored to students, teachers, authors, and engineers, its example-driven format enables quick access to solutions. Familiarity with basic LaTeX syntax and using LaTeX with your preferred editor for compiling is recommended to make the most of this book.
Download or read book Google SketchUp Cookbook written by Bonnie Roskes and published by "O'Reilly Media, Inc.". This book was released on 2009-03-10 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the first book for intermediate and advanced users of Google SketchUp, this Cookbook goes beyond the basics to explore the complex features and tools that design professionals use. You'll get numerous step-by-step tutorials for solving common (and not so common) design problems, with detailed color graphics to guide your way, and discussions that explain additional ways to complete a task. Google SketchUp Cookbook will help you: Use SketchUp more efficiently by taking advantage of components and groups Learn new techniques for using Follow Me, Intersect, and constraints Go beyond simple textures with tools such as texture positioning and Photo Match Create animations and walkthroughs, and explore design scenarios by using layers and scenes Learn how to use styles to customize your presentations Combine SketchUp with the 3D Warehouse and Google Earth Google SketchUp Cookbook is ideal for architects, engineers, interior designers, product designers, woodworkers, and other professionals and hobbyists who want to work more efficiently and achieve true mastery of this amazing tool.
Download or read book Python for Finance Cookbook written by Eryk Lewinson and published by Packt Publishing Ltd. This book was released on 2022-12-30 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problems Purchase of the print or Kindle book includes a free eBook in the PDF format Key FeaturesExplore unique recipes for financial data processing and analysis with PythonApply classical and machine learning approaches to financial time series analysisCalculate various technical analysis indicators and backtest trading strategiesBook Description Python is one of the most popular programming languages in the financial industry, with a huge collection of accompanying libraries. In this new edition of the Python for Finance Cookbook, you will explore classical quantitative finance approaches to data modeling, such as GARCH, CAPM, factor models, as well as modern machine learning and deep learning solutions. You will use popular Python libraries that, in a few lines of code, provide the means to quickly process, analyze, and draw conclusions from financial data. In this new edition, more emphasis was put on exploratory data analysis to help you visualize and better understand financial data. While doing so, you will also learn how to use Streamlit to create elegant, interactive web applications to present the results of technical analyses. Using the recipes in this book, you will become proficient in financial data analysis, be it for personal or professional projects. You will also understand which potential issues to expect with such analyses and, more importantly, how to overcome them. What you will learnPreprocess, analyze, and visualize financial dataExplore time series modeling with statistical (exponential smoothing, ARIMA) and machine learning modelsUncover advanced time series forecasting algorithms such as Meta's ProphetUse Monte Carlo simulations for derivatives valuation and risk assessmentExplore volatility modeling using univariate and multivariate GARCH modelsInvestigate various approaches to asset allocationLearn how to approach ML-projects using an example of default predictionExplore modern deep learning models such as Google's TabNet, Amazon's DeepAR and NeuralProphetWho this book is for This book is intended for financial analysts, data analysts and scientists, and Python developers with a familiarity with financial concepts. You'll learn how to correctly use advanced approaches for analysis, avoid potential pitfalls and common mistakes, and reach correct conclusions for a broad range of finance problems. Working knowledge of the Python programming language (particularly libraries such as pandas and NumPy) is necessary.
Download or read book The Choral Director s Cookbook written by and published by Hal Leonard Corporation. This book was released on 2006 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: (Meredith Music Resource). This valuable collection of quick-to-read yet deeply insightful strategies is like finding expert trade secrets from around the world all placed in one easy source. With outstanding records of performance, workshop clinics, recordings, research, composition, leadership, and teaching, the 57 authors provide their favorite "recipes" that range from overviews of successful programs to specific topics that will inspire all levels and types of choirs.
Download or read book Deer Burger Cookbook written by Rick Black and published by Rowman & Littlefield. This book was released on 2018-02-01 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soups and stews, chilies, venison casseroles, jerky and sausages, deer balls, deer loaf 136 recipes including Deer in the Cabbage Soup, Hunting Lodge Stew, Deer in the Beer Chili, Travis's Deer Camp Breakfast, Whitetail County Venison Sausage, Sloppy Does Written by a hunter who knows from experience how to cook with deer burger at home and in camp, Deer Burger Cookbook answers a question every hunter has asked: "What do I do with all this deer burger?" With his trademark down-home sense of humor, Cousin Rick Black shares a wide variety of deer burger recipes, so you'll never get bored eating the same old chili and jerky. Black even reveals his award-winning family bratwurst recipe. Techniques and flavors borrowed from Mexico and Jamaica spice things up, and the book also includes recipes for large crowds.
Download or read book Mother Grains Recipes for the Grain Revolution written by Roxana Jullapat and published by W. W. Norton & Company. This book was released on 2021-04-20 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finalist for the IACP Cookbook Award in Baking and the James Beard Foundation Book Award in Baking and Desserts Named a Best Cookbook of the Year by Bon Appétit, NPR, Washington Post, Epicurious, WBUR Here & Now, and Five Books Named a Best Cookbook of the Spring by Eater, Epicurious, and Robb Report The key to better, healthier baked goods is in the grain. Barley, buckwheat, corn, oats, rice, rye, sorghum, and wheat will unlock flavors and textures as vast as the historic lineages of these ancient crops. As the head baker and owner of a beloved Los Angeles bakery, Roxana Jullapat knows the difference local, sustainable flour can make: brown rice flour lightens up a cake, rustic rye adds unexpected chewiness to a bagel, and ground toasted oats enrich doughnuts. Her bakery, Friends & Family, works with dedicated farmers and millers around the country to source and incorporate the eight mother grains in every sweet, bread, or salad on the menu. In her debut cookbook, Roxana shares her greatest hits, over 90 recipes for reinventing your favorite cakes, cookies, pies, breads, and more. Her chocolate chip cookie recipe can be made with any of the eight mother grains, each flour yielding a distinct snap, crunch, or chew. Her mouthwatering buckwheat pancake can reinvent itself with grainier cornmeal. One-bowl recipes such as Barley Pumpkin Bread and Spelt Blueberry Muffins will yield fast rewards, while her Cardamom Buns and Halvah Croissants are expertly laid out to grow a home baker’s skills. Recipes are organized by grain to ensure you get the most out of every purchase. Roxana even includes savory recipes for whole grain salads made with sorghum, Kamut or freekeh, or easy warm dishes such as Farro alla Pilota, Toasted Barley Soup, or Gallo Pinto which pays homage to her Costa Rican upbringing. Sunny step-by-step photos, a sourcing guide, storage tips, and notes on each grain’s history round out this comprehensive cookbook. Perfect for beginner bakers and pastry pros alike, Mother Grains proves that whole grains are the secret to making any recipe so much more than the sum of its parts.
Download or read book Unity 2018 Cookbook written by Matt Smith and published by Packt Publishing Ltd. This book was released on 2018-08-31 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop quality game components and solve common gameplay problems with various game design patterns Key Features Become proficient at traditional 2D and 3D game development Build amazing interactive interfaces with Unity's UI system Develop professional games with realistic animation and graphics, materials and cameras, and AI with Unity 2018 Book Description With the help of the Unity 2018 Cookbook, you’ll discover how to make the most of the UI system and understand how to animate both 2D and 3D characters and game scene objects using Unity's Mecanim animation toolsets. Once you’ve got to grips with the basics, you will familiarize yourself with shaders and Shader Graphs, followed by understanding the animation features to enhance your skills in building fantastic games. In addition to this, you will discover AI and navigation techniques for nonplayer character control and later explore Unity 2018’s newly added features to improve your 2D and 3D game development skills. This book provides many Unity C# gameplay scripting techniques. By the end of this book, you'll have gained comprehensive knowledge in game development with Unity 2018. What you will learn Get creative with Unity’s shaders and learn to build your own shaders with the new Shader Graph tool Create a text and image character dialog with the free Fungus Unity plugin Explore new features integrated into Unity 2018, including TextMesh Pro and ProBuilder Master Unity audio, including ducking, reverbing, and matching pitch to animation speeds Work with the new Cinemachine and timeline to intelligently control camera movements Improve ambiance through the use of lights and effects, including reflection and light probes Create stylish user interfaces with the UI system, including power bars and clock displays Who this book is for Unity 2018 Cookbook is for you if you want to explore a wide range of Unity scripting and multimedia features and find ready-to-use solutions for many game features. This book also helps programmers explore multimedia features. It is assumed that you already know basics of Unity and have some programming knowledge of C#.
Download or read book Angular Cookbook written by Muhammad Ahsan Ayaz and published by Packt Publishing Ltd. This book was released on 2021-08-06 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover actionable solutions to everyday problems in building applications with Angular and TypeScript, from app design to production deployment Key FeaturesExplore recipes across core Angular topics to fill gaps in your knowledge of using Angular in productionDiscover industry best practices and tooling to enhance your development experience with AngularUnderstand advanced topics in Angular to help you become a proficient enterprise web developerBook Description The Angular framework, powered by Google, is the framework of choice for many web development projects built across varying scales. It's known to provide much-needed stability and a rich tooling ecosystem for building production-ready web and mobile apps. This recipe-based guide enables you to learn Angular concepts in depth using a step-by-step approach. You'll explore a wide range of recipes across key tasks in web development that will help you build high-performance apps. The book starts by taking you through core Angular concepts such as Angular components, directives, and services to get you ready for building frontend web apps. You'll develop web components with Angular and go on to cover advanced concepts such as dynamic components loading and state management with NgRx for achieving real-time performance. Later chapters will focus on recipes for effectively testing your Angular apps to make them fail-safe, before progressing to techniques for optimizing your app's performance. Finally, you'll create Progressive Web Apps (PWA) with Angular to provide an intuitive experience for users. By the end of this Angular book, you'll be able to create full-fledged, professional-looking Angular apps and have the skills you need for frontend development, which are crucial for an enterprise Angular developer. What you will learnGain a better understanding of how components, services, and directives work in AngularUnderstand how to create Progressive Web Apps using Angular from scratchBuild rich animations and add them to your Angular appsManage your app's data reactivity using RxJSImplement state management for your Angular apps with NgRxOptimize the performance of your new and existing web appsWrite fail-safe unit tests and end-to-end tests for your web apps using Jest and CypressGet familiar with Angular CDK components for designing effective Angular componentsWho this book is for The book is for intermediate-level Angular web developers looking for actionable solutions to common problems in Angular enterprise development. Mobile developers using Angular technologies will also find this book useful. Working experience with JavaScript and TypeScript is necessary to understand the topics covered in this book more effectively.
Download or read book The Ultimate Zoom Cookbook written by Patrick Kelley and published by Packt Publishing Ltd. This book was released on 2024-05-31 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become an expert in meetings, screen share, audio, video, and AI in Zoom by learning advanced techniques and gaining insights from Zoom expert, Patrick Kelley Key Features Explore features such as webinars, attendee engagement techniques, analytics, and reporting Leverage AI to increase effectiveness as a meeting organizer, presenter, and attendee Discover advanced content and collaboration tips and tricks to create presentations that are engaging to the audience Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe last few years have completely changed the way we collaborate and communicate. Whether it’s internally with coworkers at a large enterprise or externally with prospective clients and customers, Zoom has created a new way to interact with people in real-time as well as asynchronously. This cookbook delves into all aspects of Zoom, moving beyond just meetings. You’ll get started by exploring key areas such as audio, video, chat, webinars, advanced reporting, and analytics. Next, you’ll progress from discovering simple Zoom video and audio calls to understanding features such as whiteboards, hardware integration, and phone capabilities. Gradually, you'll discover advanced techniques for effective content presentation, while configuring users and features from the admin portal. The last set of chapters cover advanced features on security and privacy as well as how to make the most of AI Companion to reach out to your audience with better content, clarity, and expertise. By the end of this Zoom book, you’ll be well-versed with the entire Zoom app and all the modalities available.What you will learn Harness Zoom's features and functions beyond just video meetings Understand how to use Zoom for multiple communication modalities Discover advanced techniques for presenting content effectively Find out how to configure users and features from the admin portal Get hands on with Zoom phone, chat, email, and calendar Configure Zoom hardware and software effectively Secure Zoom with security and privacy techniques Use AI Companion to work more efficiently and productively Who this book is for This book is for any user looking to get the most out of Zoom’s collaboration or communication tools.
Download or read book Windows Phone 7 XNA Cookbook written by Zheng Yang and published by Packt Publishing Ltd. This book was released on 2012-02-16 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical hands-on book with clear instructions and lot of code examples. It takes a simple approach, guiding you through different architectural topics using realistic sample projects
Download or read book Bress n Nyam Gullah Geechee Recipes from a Sixth Generation Farmer written by Matthew Raiford and published by The Countryman Press. This book was released on 2021-05-11 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than 100 heirloom recipes from a dynamic chef and farmer working the lands of his great-great-great grandfather. From Hot Buttermilk Biscuits and Sweet Potato Pie to Salmon Cakes on Pepper Rice and Gullah Fish Stew, Gullah Geechee food is an essential cuisine of American history. It is the culinary representation of the ocean, rivers, and rich fertile loam in and around the coastal South. From the Carolinas to Georgia and Florida, this is where descendants of enslaved Africans came together to make extraordinary food, speaking the African Creole language called Gullah Geechee. In this groundbreaking and beautiful cookbook, Matthew Raiford pays homage to this cuisine that nurtured his family for seven generations. In 2010, Raiford’s Nana handed over the deed to the family farm to him and his sister, and Raiford rose to the occasion, nurturing the farm that his great-great-great grandfather, a freed slave, purchased in 1874. In this collection of heritage and updated recipes, he traces a history of community and family brought together by food.
Download or read book Pot Roast Politics and Ants in the Pantry written by Carol Fisher and published by University of Missouri Press. This book was released on 2008 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A revealing look at the history of Missouri cookbooks from the 1800s to today. From Julia Clark's simple frontier recipes to Irma Rombauer's encyclopedic Joy of Cooking to Missouri producers' online recipe collections, the Fishers show how cookbooks provide history lessons, document changing food ways, and demonstrate the cultural diversity of the state"--Provided by publisher.
Download or read book Away from the Kitchen written by Dawn Blume Hawkes and published by Simon and Schuster. This book was released on 2014-04-02 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: Away From the Kitchen offers a glimpse into the joys and pressures of a chef’s life—satisfying the curiosity of those swept up in the wave of America’s chef-obsession. Here, selected chefs from across the nation disclose some of their most personal dreams and talents—revealing who they are inside and outside the kitchen. In these pages, featured chefs offer up their cherished breakfast, lunch, dinner, and dessert menus—many of them including never-before-published recipes. Robert Del Grande’s “Country Western Breakfast,” Nancy Silverton’s “Farmer’s Market Lunch for All Seasons,” Frank Stitt’s “Alabama Asado,” and Roy Yamaguchi’s “Hawaiian Garage Barbecue” are just a few of the imaginative and mouth-watering meals to be discovered in Away From the Kitchen. Also included are the personal stories behind each menu, and—best of all—each chef’s insider kitchen tools and tips. With its uniquely personal approach, Away From the Kitchen will appeal to foodies everywhere, as well as readers who want it all: the menus, the recipes, and the chef “scoop.”
Download or read book Autodesk Inventor 2023 Cookbook written by Alexander Bordino and published by Packt Publishing Ltd. This book was released on 2022-11-30 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a recipe-based approach, hone and develop the necessary skills you need to perform mechanical, visualization, and simulation tasks using Autodesk Inventor Key FeaturesCreate powerful parametric 3D designs, parts, and assembliesApply effective modeling techniques to increase automation and promote configurationEnable iLogic-powered rapid configurations and apply Finite Element Analysis for model simulationBook Description Autodesk Inventor is an industry-leading, computer-aided design application for 3D mechanical design, simulation, visualization, and documentation. This book will help to bridge the gap between the fundamentals of this software and the more advanced features, workflows, and environments it has to offer. Using cookbook-style recipes, you'll gain a comprehensive understanding and practical experience in creating dynamic 3D parts, assemblies, and complete designs. You'll also explore a variety of topics, including automation and parametric techniques, collaboration tools, creating sheet metal designs, and design accelerators such as frame generators. As you progress, the chapters will guide you through surface modeling tools, advanced assembly, and simplification tools, along with covering iLogic, Finite Element Analysis, and more. By the end of this book, you'll not only be able to use the advanced functionality within Autodesk Inventor but also have the practical experience you need to deploy specific techniques in your own projects and workflows. What you will learnBuild upon the fundamentals of parts, assemblies, and drawingsUnderstand how to use advanced modeling tools such as iFeatures, iLogic, and moreDevelop your experience with parametric design methodologiesExplore surface modeling and project management techniquesDesign efficiently with design accelerators to drive automationUnderstand and apply Finite Element AnalysisWho this book is for This book is for CAD engineers, mechanical/design engineers, and product designers who have a basic understanding and experience of Inventor fundamentals. It aims to guide and coach you past the basics and into the advanced functionality of the software and environments within it.
Download or read book Python Natural Language Processing Cookbook written by Zhenya Antić and published by Packt Publishing Ltd. This book was released on 2024-09-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated to include three new chapters on transformers, natural language understanding (NLU) with explainable AI, and dabbling with popular LLMs from Hugging Face and OpenAI Key Features Leverage ready-to-use recipes with the latest LLMs, including Mistral, Llama, and OpenAI models Use LLM-powered agents for custom tasks and real-world interactions Gain practical, in-depth knowledge of transformers and their role in implementing various NLP tasks with open-source and advanced LLMs Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionHarness the power of Natural Language Processing to overcome real-world text analysis challenges with this recipe-based roadmap written by two seasoned NLP experts with vast experience transforming various industries with their NLP prowess. You’ll be able to make the most of the latest NLP advancements, including large language models (LLMs), and leverage their capabilities through Hugging Face transformers. Through a series of hands-on recipes, you’ll master essential techniques such as extracting entities and visualizing text data. The authors will expertly guide you through building pipelines for sentiment analysis, topic modeling, and question-answering using popular libraries like spaCy, Gensim, and NLTK. You’ll also learn to implement RAG pipelines to draw out precise answers from a text corpus using LLMs. This second edition expands your skillset with new chapters on cutting-edge LLMs like GPT-4, Natural Language Understanding (NLU), and Explainable AI (XAI)—fostering trust and transparency in your NLP models. By the end of this book, you'll be equipped with the skills to apply advanced text processing techniques, use pre-trained transformer models, build custom NLP pipelines to extract valuable insights from text data to drive informed decision-making.What you will learn Understand fundamental NLP concepts along with their applications using examples in Python Classify text quickly and accurately with rule-based and supervised methods Train NER models and perform sentiment analysis to identify entities and emotions in text Explore topic modeling and text visualization to reveal themes and relationships within text Leverage Hugging Face and OpenAI LLMs to perform advanced NLP tasks Use question-answering techniques to handle both open and closed domains Apply XAI techniques to better understand your model predictions Who this book is for This updated edition of the Python Natural Language Processing Cookbook is for data scientists, machine learning engineers, and developers with a background in Python. Whether you’re looking to learn NLP techniques, extract valuable insights from textual data, or create foundational applications, this book will equip you with basic to intermediate skills. No prior NLP knowledge is necessary to get started. All you need is familiarity with basic programming principles. For seasoned developers, the updated sections offer the latest on transformers, explainable AI, and Generative AI with LLMs.
Download or read book R Graphics Cookbook written by Winston Chang and published by "O'Reilly Media, Inc.". This book was released on 2012-12-06 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide provides more than 150 recipes to help you generate high-quality graphs quickly, without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project, and includes a discussion of how and why the recipe works. Most of the recipes use the ggplot2 package, a powerful and flexible way to make graphs in R. If you have a basic understanding of the R language, you’re ready to get started. Use R’s default graphics for quick exploration of data Create a variety of bar graphs, line graphs, and scatter plots Summarize data distributions with histograms, density curves, box plots, and other examples Provide annotations to help viewers interpret data Control the overall appearance of graphics Render data groups alongside each other for easy comparison Use colors in plots Create network graphs, heat maps, and 3D scatter plots Structure data for graphing