Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.With this handbook, you’ll learn how to use: * IPython and Jupyter: provide computational environments for data scientists using Python * NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python * Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python * Matplotlib: includes capabilities for a flexible range of data visualizations in Python * Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

    Learn C# Programming Fast with a unique Hands-On Project. Book 3 of the Learn Coding Fast Series.Have you always wanted to learn computer programming but are afraid it'll be too difficult for you? Or perhaps you know other programming languages but are interested in learning the C# language fast?This book is for you. You no longer have to waste your time and money learning C# from boring books that are 600 pages long, expensive online courses or complicated C# tutorials that just leave you more confused. What this book offers... C# for BeginnersComplex concepts are broken down into simple steps to ensure that you can easily master the C# language even if you have never coded before.Carefully Chosen C# ExamplesExamples are carefully chosen to illustrate all concepts. In addition, the output for all examples are provided immediately so you do not have to wait till you have access to your computer to test the examples.Careful selection of topicsTopics are carefully selected to give you a broad exposure to C#, while not overwhelming you with information overload. These topics include object-oriented programming concepts, error handling techniques, file handling techniques and more.Learn The C# Programming Language FastConcepts are presented in a "to-the-point" style to cater to the busy individual. With this book, you can learn C# in just one day and start coding immediately. How is this book different... The best way to learn C# is by doing. This book includes a unique project at the end of the book that requires the application of all the concepts taught previously. Working through the project will not only give you an immense sense of achievement, it"ll also help you retain the knowledge and master the language.Are you ready to dip your toes into the exciting world of C# coding? This book is for you. Click the BUY button and download it now. What you'll learn: Introduction to C#- What is C#?- How to install and run Visual Studio Community 2015?Data types and Operators- What are the common data types in C#?- What are arrays and lists?- How to format C# strings- What is a value type vs reference type?- What are the common C# operators?Object Oriented Programming- What is object oriented programming?- How to write your own classes- What are fields, properties, methods and constructors?- What is encapsulation, inheritance and polymorphism?- What is an abstract class and interface?- What is an enum and struct?Controlling the Flow of a Program- What are condition statements?- How to use control flow statements in C#- What are jump statements?- How to handle errors and exceptionsand Others...- How to accept user inputs and display outputs- How to use LINQ to save yourself from hours of work - How to work with external files...and so much more....Finally, you'll be guided through a hands-on project that requires the application of all the topics covered.Click the BUY button now and download the book now to start learning C#. Learn it fast and learn it well.

    With this hands-on reference, you'll focus on implementation rather than theory, and discover why the RESTful method is far better than technologies like CORBA and SOAP. It's easy to get started with services based on the REST architecture. RESTful Java with JAX-RS includes a technical guide that explains REST and JAX-RS, how they work, and when to use them. With the RESTEasy workbook that follows, you get step-by-step instructions for installing, configuring, and running several working JAX-RS examples using the JBoss RESTEasy implementation of JAX-RS.Work on the design of a distributed RESTful interface, and develop it in Java as a JAX-RS serviceDispatch HTTP requests in JAX-RS, and learn how to extract information from themDeploy your web services within Java Enterprise Edition using the Application class, Default Component Model, EJB Integration, Spring Integration, and JPADiscover several options for securing your web servicesLearn how to implement RESTful design patterns using JAX-RSWrite RESTful clients in Java using libraries and frameworks such as java.net.URL, Apache HTTP Client, and RESTEasy Proxy

    In Rise of the Robots, Silicon Valley entrepreneur Martin Ford argues that this is absolutely not the case. As technology continues to accelerate and machines begin taking care of themselves, fewer people will be necessary. Artificial intelligence is already well on its way to making “good jobs” obsolete: many paralegals, journalists, office workers, and even computer programmers are poised to be replaced by robots and smart software. As progress continues, blue and white collar jobs alike will evaporate, squeezing working- and middle-class families ever further. At the same time, households are under assault from exploding costs, especially from the two major industries—education and health care—that, so far, have not been transformed by information technology. The result could well be massive unemployment and inequality as well as the implosion of the consumer economy itself.In Rise of the Robots, Ford details what machine intelligence and robotics can accomplish, and implores employers, scholars, and policy makers alike to face the implications. The past solutions to technological disruption, especially more training and education, aren't going to work, and we must decide, now, whether the future will see broad-based prosperity or catastrophic levels of inequality and economic insecurity. Rise of the Robots is essential reading for anyone who wants to understand what accelerating technology means for their own economic prospects—not to mention those of their children—as well as for society as a whole.

    Every detail is significant, from the length of an element's beard to the clothes on its back. You'll also learn about each element's discovery, its common uses, and other vital stats like whether it floats—or explodes—in water.Why bother trudging through a traditional periodic table? In this periodic paradise, the elements are people too. And once you've met them, you'll never forget them.Includes pull-out poster!

    From that first printing of that first book came a series unlike anything in the publishing world, one that is global in both geography - we have been published worldwide in some 30 languages - and in coverage. No single volume can hope to summarize what thousands of titles have meant to millions of readers over the years, and we don't claim to do that in this e-book. Rather, this e-book celebrates the breadth and depth of the For Dummies series, offering 20 chapters - in honor of our 20 years - from a list of books compiled by our global colleagues. We are confident the chapters we've included give you a representative glimpse at why - no matter what the topic - our products have meant so much to so many by Making Everything Easier. We've grouped our chapters into five main parts:Part I: Dummies Classics, offers four chapters from some of our best-loved books. There's a chapter from DOS For Dummies, the book that started it all, and chapters from two of our best-sellers: Windows 7 For Dummies and Sex For Dummies. And just for a bit of spice, we've included a chapter from French For Dummies.Part II: Daily Dose of Dummies, offers the kind of lifestyle, self-help, and business skills that our readers have come to treasure. There's one of our famous Part of Tens chapters from Cognititive Behavioural Therapy for Dummies and a chapter from Meditation For Dummies to help you get your center. Chapters from Leadership For Dummies and Marketing For Dummies help you develop new skills for the marketplace.Part III, Fun with Dummies, celebrates life and all it has to offer. We've got chapters here from The Royal Wedding For Dummies, Guitar For Dummies, Digital Photography SLR All-in-One For Dummies, Puppies for Dummies, Knitting For Dummies, and Wine For Dummies.Part IV, Get Social, highlights how we help you grow and develop new skills. Chapters here come from Facebook For Dummies, Social Media Marketing For Dummies, and Dating For Dummies.Part V, Going Global, shares the worldwide appeal of the For Dummies series. These chapters from British History For Dummies, Canadian History For Dummies, and Rugby Union For Dummies were created by our global colleagues and authors and show how the For Dummies approach applies not only to whatever the subject is at hand, but also wherever the discussion is taking place.Download and enjoy!

    An exceptional book written by a true professional.

    With this hands-on guide, you'll learn how to write effective, idiomatic Python code by leveraging its best and possibly most neglected features. Author Luciano Ramalho takes you through Python's core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience. With this book, those Python programmers will thoroughly learn how to become proficient in Python 3.This book covers:Python data model: understand how special methods are the key to the consistent behavior of objectsData structures: take full advantage of built-in types, and understand the text vs bytes duality in the Unicode ageFunctions as objects: view Python functions as first-class objects, and understand how this affects popular design patternsObject-oriented idioms: build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritanceControl flow: leverage context managers, generators, coroutines, and concurrency with the concurrent.futures and asyncio packagesMetaprogramming: understand how properties, attribute descriptors, class decorators, and metaclasses work"

    What lends special distinction to the models is the way they're constructed. Each is made entirely of LEGO bricks! Known for decades as a favorite children's toy, LEGO bricks have entered the adult model builder's repertoire in recent years. Author and model maker Warren Elsmore presents instructions for neophyte LEGO modelers plus plans for constructing specific buildings and landmarks, along with vivid photos of completed LEGO models. The models represent landmarks from all over the world, and include--St. Basil's Cathedral New York's New World Trade Center The Arc de Triomphe Rome's Colosseum A London taxicab Hong Kong ferries Buckingham Palace. . . and many othersFeaturing amazing photos of LEGO models, and scale drawings of structural details to guide model builders, Brick City presents a modeler's panorama of contemporary urban landscapes. More than 400 illustrations in color and black and white.BONUS POSTERS: Enclosed with the book are two dramatic posters featuring LEGO(R) model photos of architectural world landmarks. The posters, which are suitable for framing, unfold to 17 1/2" x 24 3/4"

    Whether you're a budding hobbyist or an engineer, you'll benefit from the perfectly paced lessons that walk you through useful, artistic, and educational exercises that gradually get more advanced. In addition to specific projects, the book shares best practices in programming and design that you can apply to your own projects. Code snippets and schematics will serve as a useful reference for future projects even after you've mastered all the topics in the book.Includes a number of projects that utilize different capabilities of the Arduino, while interfacing with external hardware Features chapters that build upon each other, tying in concepts from previous chapters to illustrate new ones Includes aspects that are accompanied by video tutorials and other multimedia content Covers electrical engineering and programming concepts, interfacing with the world through analog and digital sensors, communicating with a computer and other devices, and internet connectivity Explains how to combine smaller topics into more complex projects Shares downloadable materials and source code for everything covered in the book Projects compatible with many official Arduino boards including Arduino Uno; Arduino Leonardo; Arduino Mega 2560; Arduino Due; Arduino Nano; Arduino Mega ADK; LilyPad Arduino and may work with Arduino-compatible boards such as Freeduino and new third party certified boards such as the Intel Galileo Exploring Arduino takes you on an adventure and provides you with exclusive access to materials not found anywhere else!

    It details the core protocols that make TCP/IP internetworks function, and the most important classical TCP/IP applications. Its personal, easy-going writing style lets anyone understand the dozens of protocols and technologies that run the Internet, with full coverage of PPP, ARP, IP, IPv6, IP NAT, IPSec, Mobile IP, ICMP, RIP, BGP, TCP, UDP, DNS, DHCP, SNMP, FTP, SMTP, NNTP, HTTP, Telnet and much more. The author offers not only a detailed view of the TCP/IP protocol suite, but also describes networking fundamentals and the important OSI Reference Model.

    Featuring coverage of the Arduino Uno, Leonardo, and Due boards, Programming Arduino Next Steps: Going Further with Sketches shows you how to use interrupts, manage memory, program for the Internet, maximize serial communications, perform digital signal processing, and much more. All of the 75+ example sketches featured in the book are available for download.Learn advanced Arduino programming techniques, including how to:Use hardware and timer interruptsBoost performance and speed by writing time-efficient sketchesMinimize power consumption and memory usageInterface with different types of serial busses, including I2C, 1-Wire, SPI, and TTL SerialUse Arduino with USB, including the keyboard and mouse emulation features of the Leonardo and Due boardsProgram Arduino for the InternetPerform digital signal processingAccomplish more than one task at a time--without multi-threadingCreate and release your own code library

    Simultaneously becoming more user friendly and more powerful as a back-end system, Linux has achieved new plateaus: the newer filesystems have solidified, new commands and tools have appeared and become standard, and the desktop--including new desktop environments--have proved to be viable, stable, and readily accessible to even those who don't consider themselves computer gurus. Whether you're using Linux for personal software projects, for a small office or home office (often termed the SOHO environment), to provide services to a small group of colleagues, or to administer a site responsible for millions of email and web connections each day, you need quick access to information on a wide range of tools. This book covers all aspects of administering and making effective use of Linux systems. Among its topics are booting, package management, and revision control. But foremost in Linux in a Nutshell are the utilities and commands that make Linux one of the most powerful and flexible systems available.Now in its fifth edition, Linux in a Nutshell brings users up-to-date with the current state of Linux. Considered by many to be the most complete and authoritative command reference for Linux available, the book covers all substantial user, programming, administration, and networking commands for the most common Linux distributions.Comprehensive but concise, the fifth edition has been updated to cover new features of major Linux distributions. Configuration information for the rapidly growing commercial network services and community update services is one of the subjects covered for the first time.But that's just the beginning. The book covers editors, shells, and LILO and GRUB boot options. There's also coverage of Apache, Samba, Postfix, sendmail, CVS, Subversion, Emacs, vi, sed, gawk, and much more. Everything that system administrators, developers, and power users need to know about Linux is referenced here, and they will turn to this book again and again.

    Full of insights, arguments and philosophical perspectives, the book covers an amazing array of topics. Beginning in antiquity with Democritus, it progresses through logic and set theory, computability and complexity theory, quantum computing, cryptography, the information content of quantum states and the interpretation of quantum mechanics. There are also extended discussions about time travel, Newcomb's Paradox, the anthropic principle and the views of Roger Penrose. Aaronson's informal style makes this fascinating book accessible to readers with scientific backgrounds, as well as students and researchers working in physics, computer science, mathematics and philosophy.

    Packed with clear color photos and easy-to-understand descriptions, the basics of home plumbing systems are clearly explained, and all of the most popular plumbing projects are shown with beautiful step-by-step photos.This new edition has been thoroughly updated to ensure that all information conforms to the most recent codes, including the 2015 Uniform Plumbing Code and the 2014 International Residential Code. New projects include plumbing and tiling a curbless shower. Other features include projects to promote accessibility in the bathroom; updated bathroom ventilation featuring new products; and an expanded section on exterior plumbing, including pools, pumps, and sprinkler systems.