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The Palgrave Handbook of Malicious Use of AI and Psychological Security
by Evgeny PashentsevThis handbook focuses on new threats to psychological security that are posed by the malicious use of AI and how it can be used to counteract such threats. Studies on the malicious use of AI through deepfakes, agenda setting, sentiment analysis and affective computing and so forth, provide a visual representation of the various forms and methods of malicious influence on the human psyche, and through this on the political, economic, cultural processes, the activities of state and non-state institutions. Separate chapters examine the malicious use of AI in geopolitical confrontation, political campaigns, strategic deception, damage to corporate reputation, and activities of extremist and terrorist organizations. This is a unique volume that brings together a multidisciplinary range of established scholars and upcoming new researchers from 11 countries. This handbook is an invaluable resource for students, researchers, and professionals interested in this new and developing field of social practice and knowledge.
The Palgrave Handbook of Sustainable Digitalization for Business, Industry, and Society
by Myriam Ertz Urvashi Tandon Shouheng Sun Joan Torrent-Sellens Emine SarigöllüThis handbook conceptualizes sustainable digitalization and discusses the role of digitalization in addressing business and societal challenges. Divided into eight sections, the book opens by an introductory chapter examining the theoretical foundations of the field. Part 1 explores the first dimension of sustainable digitalization, namely digitalization for sustainability (DFS) or how digitalization could address several of the sustainable development goals. Part 2 addresses the second dimension of sustainable digitalization. Titled responsible digital (RD), it covers the potential risks of increased digitalization and outlines strategies for governing digitalization for sustainable development to avoid the risks summarized earlier in the book. Tying digitalization to such topics as smart agriculture, industry 4.0, education, ecological transition, climate, clean water, food production, and social well-being, this handbook provides a framework for the emerging field of sustainable digitalization.
The Palgrave International Handbook of School Discipline, Surveillance, and Social Control
by Jo Deakin Emmeline Taylor Aaron KupchikTruly international in scope, this Handbook focuses on approaches to discipline, surveillance and social control from around the world, critically examining the strategies and practices schools employ to monitor students and control their behavior. Bringing together leading scholars from a range of disciplinary backgrounds, the chapters scrutinize, analyze and compare schools' practices across the globe, providing a critical review of existing evidence, debates and understandings, while looking forward to address emerging important questions and key policy issues. The chapters are divided into four sections. Part 1 offers accounts of international trends in school discipline, surveillance and punishment; Part 2 examines the merging of school strategies with criminal justice practices; Part 3 focuses on developments in school technological surveillance; and Part 4 concludes by discussing restorative and balanced approaches to school discipline and behavior management. As the first Handbook to draw together these multiple themes into one text, and the first international comparative collection on school discipline, surveillance and social control, it will appeal to scholars across a range of fields including sociology, education, criminology, critical security studies and psychology, providing a unique, timely, and indispensable resource for undergraduate educators and researchers.
Palm and Treo Hacks
by Scott MachaffiePalm OS is one of the most popular handheld operating systems on the planet. From the newest Tungstens and Treos all the way down the family tree, Palms are everywhere. Although the Palm OS is simple to learn and use, there is more to it than meets the eye--from new features in the Palm to capabilities you can get with add-on software, the Palm can be made to do quite a lot. Palm and Treo Hacks gives you tips and tools that show you how to make the most of your Palm. A few minutes spent reading some of the hacks in this book will save you hours of research. Inside this book, you'll learn how to: Find great applications for your Palm and make the most of the ones you're using now Get super-organized, getting more from the built-in Personal Information Manager and learning how to manage complex projects with your Palm Extend the Palm with must-have software and hardware add-ons Take your Palm online, reading email, surfing the web, and sending instant messages Get some rest and relaxation with your Palm, whether it's listening to music, playing classic games, or watching video Written for beginning to experienced Palm users, Palm and Treo Hacks is full of practical, ingenious tips and tricks you can apply immediately. Whether you're looking to master the built-in applications or you want to trick out your Palm to its fullest extent, this book will show you how to get it.
Palm OS Network Programming
by Greg WintonJust in time for the wireless revolution comes the first complete guide to creating network applications for the Palm computing platform. Palm OS Network Programming covers the Palm Net Library and networking concepts such as transport protocols and client-server applications. Abundant examples illustrate how the many Palm-specific nuances relate to effective Palm network programming, so you learn to build truly well-designed connected Palm applications.
Palm OS Programming: The Developer's Guide, 2nd Edition
by Julie Mckeehan Neil RhodesPalm OS Programming: The Developer's Guide , Second Edition shows intermediate to experienced C and C++ programmers how to build a Palm application from the ground up. The book follows up the success of our best-selling first edition with expanded coverage of the Palm OS, up to and including the latest version, 4.0. This book will set the standard for the next generation of Palm developers.
Palm OS Programming: The Developer's Guide
by Julie McKeehan Neil RhodesWith more than 16 million PDAs shipped to date, Palm has defined the market for handhelds, having dominated this class of computing devices ever since it began to outpace competitors six years ago. The company's strength is the Palm OS, and developers loyal to this powerful and versatile operating system have created more than 10,000 applications for it. Devices from Handspring, Sony, Symbol, HandEra, Kyocera, and Samsung now use Palm OS, and the number of registered Palm Developers has jumped to 130,000.If you know C or C++, and want to join those who are satisfying the demand for wireless applications, then Palm OS Programming: The Developer's Guide, Second Edition is the book for you. With expanded coverage of the Palm OS--up to and including the latest version, 4.0--this new edition shows intermediate to experienced C programmers how to build a Palm application from the ground up. There is even useful information for beginners.Everything you need to write a Palm OS application is here, from user interface design, to coding a handheld application, to writing an associated desktop conduit. All the major development environments are discussed, including commercial products such as Metroworks CodeWarrior, Java-based environments such as Sun KVM and IBM VisualAge Micro Edition, and the Free Software Foundation's PRC-Tools or GCC. The focus, however, is C programming with CodeWarrior and PRC-Tools. New additions to the second edition include:A tutorial that takes a C programmer through the installation of necessary tools and the creation of a small handheld application.A new chapter on memory, with a comprehensive discussion of the Memory Manager APIs.Greatly expanded discussions of forms, forms objects, and new APIs for the Palm OS.Updated chapters on conduits that reflect the newer Conduit Development Kit.The best-selling first edition of this book is still considered the definitive guide for serious Palm programmers; it's used as the basis of Palm's own developer training materials. Our expanded second edition promises to set the standard for the next generation of Palm developers.
Palm Pre: The Missing Manual (Missing Manual)
by Ed BaigIf you've got your hands on this year's hottest new smartphone, you'll want the book that covers it inside and out: Palm Pre: The Missing Manual. This beautiful, full-color book from USA Today personal-technology columnist Ed Baig will help you go from newcomer to expert in no time. The maker of the legendary Palm Pilot is back on center stage with a smartphone that lets you browse the Web, listen to music, watch video, view pictures, and a lot more. Palm Pre: The Missing Manual provides you with everything you need to know to get the most out of this amazing mobile tool. Get to know the touchscreen, and learn to navigate by tapping, swiping, dragging, flicking, and pinching Link your contacts, merge calendars, combine email accounts, and more by syncing your phone over the Web Stay in touch with other people by using the Pre as a full-featured phone and organizer Use it for email, texting, chatting, and as an efficient web browser Take advantage of the Pre as a complete media center to store, sort, play, stream music and video, and sync with iTunes Take and view photos, import images, and share them with others
Palm Pre For Dummies
by Chris ZieglerEverything you need to know to make the most of Palm's newest smartphone Smartphones provide all sorts of communication options as well as the ability to manage your appointments and contacts. If you're new to smartphones, Palm Pre For Dummies gets you up and running easily. If you're a bit more savvy, you can delve deeper into more advanced elements, such as Synergy contact management and working with media. The Palm Pre offers features that make it a top contender in the smartphone market. Its webOS system is designed for a touchscreen-based graphical user interface that facilitates many exciting new features. Palm Pre is a new smartphone specifically engineered for a touchscreen device and loaded with features to maximize the user experience This book helps you take advantage of GPS navigation, games on your phone, and media management Begins with the basics: turning the phone on, making and receiving calls, and storing contacts Covers applications for managing personal information and how Palm Synergy helps manage your communications Shows you how to manage and synchronize e-mail accounts, use the calendar, take advantage of Web site resources, and install new webOS applications Palm Pre For Dummies helps you take full advantage of this new feature-rich device.
Palm Programming: The Developer's Guide
by Neil Rhodes Julie MckeehanPalmPilot's popularity is growing and with over a million units sold, the Palm OS dominates the hand-held market. Wired has astutely described Palm's position in a recent article: "On its way to becoming the bestselling hand-held computer of all time, the 3Com PalmPilot has spawned an intense, emotional, and fanatical developer following not seen since the glory days of the Mac." (Wired, 20 Feb. 98). Palm Programming should be eagerly accepted by programmers because the authors worked closely with Palm to ensure that the book is tailored exactly to the needs of the ever-growing group of Palm developers. As nothing but some piecemeal documentation exists currently, this book provides a much needed solution to the Palm developers. In fact, Palm uses this book as their official developer's guide and will be using it in the future as a key part of their training materials for developers. There are currently no books on Palm programming (and we know of none that are planned). The only way to learn is by using the reference material published by Palm (available freely on their Web site), the tutorial they provide, or various Palm programming FAQs compiled by third parties. Palm Programming shows intermediate to experienced C programmers how to build a Palm application from the ground up. Using an easy-to- understand tutorial approach, this book gives readers everything necessary to create a wide range of Palm applications and conduits, from simple scripts through full-blown applications, and in the process provides thorough coverage of Palm programming. It includes a CD-ROM (Macintosh and Windows compatible) with the full source code to the examples in the book, a trial version of Palm's Software Development Kit, and third-party developer tools, including Metrowerks' CodeWarrior Lite programming kit. Outline Part 1: Overview of Palm OS and devices Chapter 1: The Palm Solution Chapter 2: Developing for Palm OS Chapter 3: Designing a solution Part 2: Programming for the handheld Chapter 4: Structure of an Application Chapter 5: Forms and Form Objects Chapter 6: Databases Chapter 7: Menus Chapter 8: Extras Chapter 9: Communications Chapter 10: Debugging Part 3: Programming for the desktop: conduits Chapter 11: Getting started with conduits Chapter 12: Uploading and Downloading Data Chapter 13: Two-way Syncing Appendix: Where to go from here
Palm webOS: The Insider's Guide to Developing Applications in JavaScript using the Palm Mojo™ Framework (Animal Guide)
by Mitch AllenA Note from the Author and from O'Reilly Media about what this book does--and doesn't--do: Palm webOS is a brand new platform and represents a very different type of operating system where the web runtime is used as the basis for the UI and Application model. Palm and O'Reilly felt that it was important to have a book available to help developers get a basic understanding of the new Palm platform at the time that the SDK was released; this timing played a major role in the content and structure of the book. Ideally this book would have been a complete reference of the new platform but that wasn't possible since the content was written at the same time as the software SDK was being developed by the Palm engineering team. The book does provide a complete overview of Palm webOS, a thorough description of the application model and gives details on many key design concepts. There are descriptions and examples of UI widgets, services, storage, notifications, dashboards and background applications, serving as a great introduction but not as a definitive source. The book uses a simple News reader application to illustrate the technical descriptions but the examples are not intended to serve as a cookbook tutorial. Experienced developers should be able to use the examples to build up a working application chapter by chapter but others may not find the loose descriptions adequate for recreating the application unaided. Over time, these different needs will be filled by other books, but in the meantime we hope that this book will serve a valuable role introducing developers to webOS and giving them a way of getting started with webOS application development. A second printing of the book will update any original coverage obsoleted by subsequent Mojo SDK builds. For owners of the original printing of the book, all of these updates are posted on the "View/Submit Errata" link (please see left-hand column of this web page). Thanks for understanding that book publishing and coverage of rapidly moving technologies can sometimes be an inexact science; we knew there'd be a need for a book such as Palm webOS: The Insider's Guide to Developing Applications in JavaScript using the Palm MojoT Framework, and there's certainly no better person to write that book that Mitch Allen; that said, we understand that because it is such a new operating system and SDK, there would (and will continue to be) changes that at best can't be documented and explored until new printings of the books are released. In the meantime we will be diligent in posting updates to this book's O'Reilly Media catalog page. Description This is the official guide to building native JavaScript applications for Palm's new mobile operating system, Palm® webOSTM. Written by Palm's software chief technology officer along with the Palm webOS development team, Palm webOS provides a complete tutorial on the design principles, architecture, UI, tools, and services necessary to develop webOS applications-including the Mojo JavaScript framework and Palm's SDK. Palm webOS is designed to support a fast and superb user experience using established web standards, so if you're familiar with HTML, CSS, and JavaScript, you're ready to build applications for any webOS-based device, including the Palm Pre. You'll gain expertise, chapter by chapter, as you build a working mobile application through the course of the book. You'll also learn how to extend existing web apps to work with the new generation of mobile phones. Get a thorough overview of the webOS platform and architecture Understand the critical concepts for application design: what separates webOS from other web and mobile platforms Learn the details of Mojo's development tools and SDK for building and testing mobile applications Examine best practices, important considerations, and guiding principles for developing with webOS and the Mojo framework
PalmPilot: The Ultimate Guide, 2nd Edition
by David PogueThis new edition of O'Reilly's runaway bestseller is densely packed with previously undocumented information. The bible for users of Palm VII and all other Palm models, it delivers hundreds of timesaving tips and surprising tricks, plus an all-new CD-ROM (for Windows 9x, NT, or Macintosh) containing over 3,100 PalmPilot programs from the collection of palmcentral.com, the Internet's largest Palm software site.
Palo Alto: A History of California, Capitalism, and the World
by Malcolm HarrisNamed One of the Year's Best Books by VULTURE • THE NEW REPUBLIC • DAZED • WIRED • BLOOMBERG • ESQUIRE • SALON • THE NEXT BIG IDEA CLUBThe history of Silicon Valley, from railroads to microchips, is an &“extraordinary&” story of disruption and destruction, told for the first time in this comprehensive, jaw-dropping narrative (Greg Grandin, Pulitzer Prize-winning author of The End of the Myth). Palo Alto&’s weather is temperate, its people are educated and enterprising, its corporations are spiritually and materially ambitious and demonstrably world-changing. Palo Alto is also a haunted toxic waste dump built on stolen Indian burial grounds, and an integral part of the capitalist world system. In PALO ALTO, the first comprehensive, global history of Silicon Valley, Malcolm Harris examines how and why Northern California evolved in the particular, consequential way it did, tracing the ideologies, technologies, and policies that have been engineered there over the course of 150 years of Anglo settler colonialism, from IQ tests to the "tragedy of the commons," racial genetics, and "broken windows" theory. The Internet and computers, too. It's a story about how a small American suburb became a powerful engine for economic growth and war, and how it came to lead the world into a surprisingly disastrous 21st century. PALO ALTO is an urgent and visionary history of the way we live now, one that ends with a clear-eyed, radical proposition for how we might begin to change course.
Pan-African Artificial Intelligence and Smart Systems: First International Conference, PAAISS 2021, Windhoek, Namibia, September 6-8, 2021, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #405)
by Telex Magloire N. Ngatched Isaac WoungangThis book constitutes the refereed post-conference proceedings of the First International Conference on Pan-African Intelligence and Smart Systems, PAAISS 2021, which was held in Windhoek, Namibia, in September 2021. The 17 revised full papers presented were carefully selected from 41 submissions. The theme of PAAISS 2021 was “Advancing AI research in Africa” and the papers are arranged according to subject areas: Deep Learning; Classification and Pattern Recognition; Neural Networks and Support Vector Machines; Smart Systems.
Pan-African Artificial Intelligence and Smart Systems: Second EAI International Conference, PAAISS 2022, Dakar, Senegal, November 2-4, 2022, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #459)
by Telex Magloire Ngatched Nkouatchah Isaac Woungang Jules-Raymond Tapamo Serestina ViririThis book constitutes the refereed post-conference proceedings of the Second International Conference on Pan-African Intelligence and Smart Systems, PAAISS 2022, which was held in Dakar, Senegal, in November 2022. The 27 revised full papers presented were carefully selected from 70 submissions. The theme of PAAISS 2022 was: IoT and Enabling Smart System Technologies, Special Topics of African Interest, Artificial Intelligence Theory and Methods, Artificial Intelligence Applications in Medicine, Remote sensing and AI in Agriculture, AI applications and Smart Systems technologies, Affective Computing, Intelligent Transportation systems.
Pan-African Conference on Artificial Intelligence: First Conference, PanAfriCon AI 2022, Addis Ababa, Ethiopia, October 4–5, 2022, Revised Selected Papers (Communications in Computer and Information Science #1800)
by Taye Girma Debelee Achim Ibenthal Friedhelm SchwenkerThis volume consitutes selected papers presented during the First Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2022, held in Addis Ababa, Ethiopia, in October 2022. The 16 papers were thoroughly reviewed and selected from the 49 qualified submissions. The papers are organized in the following topical sections: AI in public health; agriculture; algorithmic optimization; human-machine interaction; economy and security.
Pan-African Conference on Artificial Intelligence: Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part I (Communications in Computer and Information Science #2068)
by Taye Girma Debelee Achim Ibenthal Friedhelm Schwenker Yehualashet Megersa AyanoThis two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to exchange the best practices of joint Pan-African efforts to provide solutions for Africa’s key 21st century challenges in the social, economic and ecologic domains. The 29 papers were thoroughly reviewed and selected from 134 submissions. The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences.
Pan-African Conference on Artificial Intelligence: Second Conference, PanAfriCon AI 2023, Addis Ababa, Ethiopia, October 5–6, 2023, Revised Selected Papers, Part II (Communications in Computer and Information Science #2069)
by Taye Girma Debelee Achim Ibenthal Friedhelm Schwenker Yehualashet Megersa AyanoThis two-volume set, CCIS 2068 and 2069, constitutes selected papers presented during the Second Pan-African Conference on Artificial Intelligence, PanAfriCon AI 2023, held in Addis Ababa, Ethiopia, in October 2023. The set goal of the conference is to exchange the best practices of joint Pan-African efforts to provide solutions for Africa’s key 21st century challenges in the social, economic and ecologic domains. The 29 papers were thoroughly reviewed and selected from 134 submissions. The papers are organized in the following topical sections: Medical AI; Natural Language Processing, Text and Speech Processing; AI in Finance and Cyber Security; Autonomous Vehicles; AI Ethics and Life Sciences.
The Panasonic Lumix DMC-GH2
by Brian Matsumoto Carol F. RoullardThe Panasonic Lumix DMC-GH2: The Unofficial Quintessential Guide provides a wealth of information and professional insights for owners of this powerful HD camera. With its electronic viewfinder and interchangeable lenses, the GH2 is capable of not only recording professional-quality still images, but has the added ability to record HD video as well. The mirrorless design enhances the camera's versatility beyond that of most digital single lens reflex (DSLR) cameras. With the appropriate adapters, it can use virtually any manufacturer's manual focus, legacy lens. It is smaller than a typical DSLR in both size and weight, and retains automatic focusing while recording videos capability that is missing in many DSLR cameras. With the GH2, Panasonic has significantly expanded the video capabilities beyond those of previous models. Among the improvements is the ability to adjust the frame rate and shutter speed when filming video, giving users greater control over the movie-making process. In this guide, authors Brian Matsumoto and Carol F. Roullard explore and explain the features and capabilities of the GH2 camera in detail, as they cover everything from the basic features of the camera to numerous advanced photographic applications. The informative text is illustrated with example images throughout. Readers will learn how to: Control the most basic camera functions-focus and exposure Navigate the camera's menu system Achieve a range of artistic effects using various camera settings Use the camera's automated controls, and override those controls to obtain better exposure Use the GH2 in its video mode to obtain HD videos Post-process images and videos on a computer Expand the camera's use by mounting it on a telescope or microscope And much more...
Panda3D 1.6 Game Engine Beginner's Guide
by David Brian MathewsThis book is a step-by-step, tutorial-driven guide to game or application development using Panda3D that follows the process used in professional development. You will learn through first-hand experience how a Panda3D developer goes from literally nothing to a finished product. Along the way there are illustrations to explain difficult topics and to display the results of progress, as well as a complete archive of thoroughly explained code for every tutorial. Every single code file the reader saves is mirrored in the example code, finished and explained. In addition, every art and audio asset required by the tutorials is provided, so the user need not provide any assets of their own. If you are an independent developer interested in creating your own video games or other 3D applications using Panda3D for personal or commercial distribution at minimal expense, this book is definitely for you. A basic understanding of general programming, such as familiarity with the concept of a variable, is necessary. Some familiarity with object-oriented programming and the Python language is expected, but not essential. This book does not cover the creation of three dimensional models or similar art assets, nor does it cover the creation of two dimensional art assets or audio assets.
Panda3D 1.7 Game Developer's Cookbook
by Christoph LangThis is a cookbook with over 80 recipes offering solutions to common game development problems with Panda3D with explained sample code and screenshots added in.If you are a developer with experience in Python, Panda3D, and optionally C++ and shading languages and you are looking for quick and easy to integrate solutions to common game development problems with Panda3D, this book is for you.
Pandas 1.x Cookbook: Practical recipes for scientific computing, time series analysis, and exploratory data analysis using Python, 2nd Edition
by Matt Harrison Theodore PetrouUse the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x. Key Features This is the first book on pandas 1.x Practical, easy to implement recipes for quick solutions to common problems in data using pandas Master the fundamentals of pandas to quickly begin exploring any dataset Book Description The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands as one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through situations that you are highly likely to encounter. This new updated and revised edition provides you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way. Many advanced recipes combine several different features across the pandas library to generate results. What you will learn Master data exploration in pandas through dozens of practice problems Group, aggregate, transform, reshape, and filter data Merge data from different sources through pandas SQL-like operations Create visualizations via pandas hooks to matplotlib and seaborn Use pandas, time series functionality to perform powerful analyses Import, clean, and prepare real-world datasets for machine learning Create workflows for processing big data that doesn't fit in memory Who this book is for This book is for Python developers, data scientists, engineers, and analysts. Pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas.
Pandas Cookbook: Practical recipes for scientific computing, time series, and exploratory data analysis using Python
by null William Ayd null Matthew HarrisonFrom fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects.Key FeaturesThis book targets features in pandas 2.x and beyondPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionUnlock the full power of pandas 2.x with this hands-on cookbook, designed for Python developers, data analysts, and data scientists who need fast, efficient solutions for real-world data challenges. This book provides practical, ready-to-use recipes to streamline your workflow. With step-by-step guidance, you'll master data wrangling, visualization, performance optimization, and scalable data analysis using pandas’ most powerful features. From importing and merging large datasets to advanced time series analysis and SQL-like operations, this cookbook equips you with the tools to analyze, manipulate, and visualize data like a pro. Learn how to boost efficiency, optimize memory usage, and seamlessly integrate pandas with NumPy, PyArrow, and databases. This book will help you transform raw data into actionable insights with ease. What you will learnThe pandas type system and how to best navigate itImport/export DataFrames to/from common data formatsData exploration in pandas through dozens of practice problemsGrouping, aggregation, transformation, reshaping, and filtering dataMerge data from different sources through pandas SQL-like operationsLeverage the robust pandas time series functionality in advanced analysesScale pandas operations to get the most out of your systemThe large ecosystem that pandas can coordinate with and supplementWho this book is forThis book is for Python developers, data scientists, engineers, and analysts. pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas
Pandas Cookbook
by Ted PetrouThis book is for Python developers who wish to perform data analysis and scientific computing with Python. Those who wish to implement data analysis in Python will need to use Pandas at one point or another—and this book will come very handy. Examples are suitable for both novice and advanced users, as they cover a variety of real-world problem data sets.
Pandas in Action
by Boris PaskhaverTake the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software.In Pandas in Action you will learn how to: Import datasets, identify issues with their data structures, and optimize them for efficiency Sort, filter, pivot, and draw conclusions from a dataset and its subsets Identify trends from text-based and time-based data Organize, group, merge, and join separate datasets Use a GroupBy object to store multiple DataFrames Pandas has rapidly become one of Python's most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You&’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Data analysis with Python doesn&’t have to be hard. If you can use a spreadsheet, you can learn pandas! While its grid-style layouts may remind you of Excel, pandas is far more flexible and powerful. This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. It&’s a perfect way to up your data game. About the book Pandas in Action introduces Python-based data analysis using the amazing pandas library. You&’ll learn to automate repetitive operations and gain deeper insights into your data that would be impractical—or impossible—in Excel. Each chapter is a self-contained tutorial. Realistic downloadable datasets help you learn from the kind of messy data you&’ll find in the real world. What's inside Organize, group, merge, split, and join datasets Find trends in text-based and time-based data Sort, filter, pivot, optimize, and draw conclusions Apply aggregate operations About the reader For readers experienced with spreadsheets and basic Python programming. About the author Boris Paskhaver is a software engineer, Agile consultant, and online educator. His programming courses have been taken by 300,000 students across 190 countries. Table of Contents PART 1 CORE PANDAS 1 Introducing pandas 2 The Series object 3 Series methods 4 The DataFrame object 5 Filtering a DataFrame PART 2 APPLIED PANDAS 6 Working with text data 7 MultiIndex DataFrames 8 Reshaping and pivoting 9 The GroupBy object 10 Merging, joining, and concatenating 11 Working with dates and times 12 Imports and exports 13 Configuring pandas 14 Visualization