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Click here :  https://pdf.ebooklibrary.pw/1789801419     Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that 8217;s so clouded in hype? This insightful book, based on Columbia University 8217;s Introduction to Data Science class, tells you what you need to know.In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you 8217;re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.Topics include:Statistical inference, exploratory data analysis, and the data science processAlgorithmsSpam filters, Naive Bayes, and data wranglingLogistic regressionFinancial modelingRecommendation engines and causalityData visualizationSocial networks and data journalismData engineering, MapReduce, Pregel, and HadoopDoing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O 8217;Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

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Click here :  https://pdf.ebooklibrary.pw/161729618X      b Nine revolutionary algorithms that power our computers and smartphones b Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers, and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? John MacCormick answers this question in language anyone can understand, using vivid examples to explain the fundamental tricks behind nine computer algorithms that power our PCs, tablets, and smartphones.

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Click here :  https://pdf.ebooklibrary.pw/0131844741     Learn to design, develop, and validate USB systems with ease, using this valuable resource that provides a detailed bootstrap session on the Linux-USB design and implementation. BOOTSTRAP YOURSELF WITH LINUX-USB STACK offers a tour of the Linux-USB stack, explaining how to develop drivers for USB device and host controllers on Linux. It moves on to explore the interfaces and data structures of a USB module with UML diagrams, concluding each chapter with a sample implementation that applies the information just covered. A comprehensive look at the various tools and methods available on Linux to validate a USB system is also provided. Using a straightforward writing style, this book is a powerful tool for anyone learning to develop a protocol stack with proper architecture and design, ultimately leading to better quality, maintainability, and testability.

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Click here :  https://pdf.ebooklibrary.pw/0124159966     For developers who must know and understand the fundamentals to be able to apply the more advanced aspects that will emerge with NT 5, here is an in-depth book to the rescue, covering the core techniques of programming NT device drivers.

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Click here :  https://pdf.ebooklibrary.pw/0387975373     This Microsoft Official&nbsp;Academic Course (MOAC)&nbsp;70-685 Windows 7 Enterprise Desktop Support Technician, Revised First Edition fully&nbsp;prepares your&nbsp;students as they master the necessary skills&nbsp;for their MOAC Windows Server MCTS certification exam. This new edition contains a large number of new labs with an even greater emphasis on the troubleshooting tasks that students will encounter as they learn the skills of a desktop support technician. The labs will continue to support their corresponding textbook lessons and will provide students the opportunity to explore Windows 7 troubleshooting issues in great detail.

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Click here :  https://pdf.ebooklibrary.pw/1555581331      8220;Probably the most wide ranging and complete Linux device driver book I 8217;ve read. 8221; --Alan Cox, Linux Guru and Key Kernel Developer &nbsp;  8220;Very comprehensive and detailed, covering almost every single Linux device driver type. 8221;  b -- b Theodore Ts 8217;o, First Linux Kernel Developer in North America and Chief Platform Strategist of the Linux Foundation &nbsp;  b The Most Practical Guide to Writing Linux Device Drivers b  Linux now offers an exceptionally robust environment for driver development: with today 8217;s kernels, what once required years of development time can be accomplished in days. In this practical, example-driven book, one of the world 8217;s most experienced Linux driver developers systematically demonstrates how to develop reliable Linux drivers for virtually any device.  b Essential Linux Device Drivers  b is for any programmer with a working knowledge of operating systems and C, including programmers who have never written drivers before. Sreekrishnan Venkateswaran focuses on the essentials, bringing together all the concepts and techniques you need, while avoiding topics that only matter in highly specialized situations. Venkateswaran begins by reviewing the Linux 2.6 kernel capabilities that are most relevant to driver developers. He introduces simple device classes; then turns to serial buses such as I2C and SPI; external buses such as PCMCIA, PCI, and USB; video, audio, block, network, and wireless device drivers; user-space drivers; and drivers for embedded Linux 8211;one of today 8217;s fastest growing areas of Linux development. For each, Venkateswaran explains the technology, inspects relevant kernel source files, and walks through developing a complete example. &nbsp;  8226; Addresses drivers discussed in no other book, including drivers for I2C, video, sound, PCMCIA, and different types of flash memory  8226; Demystifies essential kernel services and facilities, including kernel threads and helper interfaces  8226; Teaches polling, asynchronous notification, and I/O control  8226; Introduces the Inter-Integrated Circuit Protocol for embedded Linux drivers  8226; Covers multimedia device drivers using the Linux-Video subsystem and Linux-Audio framework  8226; Shows how Linux implements support for wireless technologies such as Bluetooth, Infrared, WiFi, and cellular networking  8226; Describes the entire driver development lifecycle, through debugging and maintenance  8226; Includes reference appendixes covering Linux assembly, BIOS calls, and Seq files

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Click here :  https://pdf.ebooklibrary.pw/1691932809     Key FeaturesOptimize your Yocto Project tools to develop efficient Linux-based projectsPractical approach to learning Linux development using Yocto ProjectDemonstrates concepts in a practical and easy-to-understand wayBook DescriptionYocto Project is turning out to be the best integration framework for creating reliable embedded Linux projects. It has the edge over other frameworks because of its features such as less development time and improved reliability and robustness.Embedded Linux Development using Yocto Project starts with an in-depth explanation of all Yocto Project tools, to help you perform different Linux-based tasks. The book then moves on to in-depth explanations of Poky and BitBake. It also includes some practical use cases for building a Linux subsystem project using Yocto Project tools available for embedded Linux. The book also covers topics such as SDK, recipetool, and others.By the end of the book, you will have learned how to generate and run an image for real hardware boards and will have gained hands-on experience at building efficient Linux systems using Yocto Project.What you will learnUnderstand the basic concepts involved in Poky workflows along with configuring and preparing the Poky build environment.Configure a build server and customize images using Toaster.Generate images and fit packages into created images using BitBake.Support the development process by setting up and using Package feeds.Debug Yocto Project by configuring Poky.Build an image for the BeagleBone Black, RaspberryPi 3, and Wandboard, and boot it from an SD card.About the Author b Otavio Salvador b  loves technology and started his free software activities in 1999. In 2002, he founded O.S. Systems, a company focused on embedded system development services and consultancy worldwide, creating and maintaining customized BSPs, and helping companies with their product developments challenges. This resulted in his joining the OpenEmbedded community in 2008, when he became an active contributor to the OpenEmbedded project. b Daiane Angolini b  has been working with embedded Linux since 2008. She has been working as an application engineer at NXP, acting on internal development, porting custom applications from Android, and on-site customer support for i.MX architectures in areas such as the Linux kernel, u-boot, Android, Yocto Project, and user-space applications. However, it was on the Yocto Project that she found her place. Table of ContentsMeeting the YoctoProjectBaking Our Poky Based SystemUsing Toaster to Bake an ImageGrasping the BitBake toolDetailing the Temporary Build DirectoryAssimilating Packaging SupportDiving into BitBake MetadataDeveloping with the Yocto ProjectDebugging with the Yocto ProjectExploring External LayersCreating Custom LayersCustomizing Existing RecipesAchieving GPL complianceBooting Our Custom Embedded Linux

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Click here :  https://pdf.ebooklibrary.pw/1430241799     Master operation system development. FreeDOS Kernel explains the construction and operation of Pat Villani's DOS-C - a highly portable, single threaded operating system. Written in C and with system calls similar to MS-DOS, the FreeDOS kernel provides an

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Click here :  https://pdf.ebooklibrary.pw/B07NJPDYHJ     Device drivers make it possible for your software to communicate with your hardware, and because every operating system has specific requirements, driver writing is nontrivial. When developing for FreeBSD, you've probably had to scour the Internet and dig through the kernel sources to figure out how to write the drivers you need. Thankfully, that stops now. In FreeBSD Device Drivers, Joseph Kong will teach you how to master everything from the basics of building and running loadable kernel modules to more complicated topics like thread synchronization. After a crash course in the different FreeBSD driver frameworks, extensive tutorial sections dissect real-world drivers like the parallel port printer driver.You'll learn: 8211;All about Newbus, the infrastructure used by FreeBSD to manage the hardware devices on your system 8211;How to work with ISA, PCI, USB, and other buses 8211;The best ways to control and communicate with the hardware devices from user space 8211;How to use Direct Memory Access (DMA) for maximum system performance 8211;The inner workings of the virtual null modem terminal driver, the USB printer driver, the Intel PCI Gigabit Ethernet adapter driver, and other important drivers 8211;How to use Common Access Method (CAM) to manage host bus adapters (HBAs)Concise descriptions and extensive annotations walk you through the many code examples. Don't waste time searching man pages or digging through the kernel sources to figure out how to make that arcane bit of hardware work with your system. FreeBSD Device Drivers gives you the framework that you need to write any driver you want, now.

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Click here :  https://pdf.ebooklibrary.pw/3319846728     Why care about hardware/firmware interaction? These interfaces are critical, a solid hardware design married with adaptive firmware can access all the capabilities of an application and overcome limitations caused by poor communication. For the first time, a book has come along that will help hardware engineers and firmware engineers work together to mitigate or eliminate problems that occur when hardware and firmware are not optimally compatible. Solving these issues will save time and money, getting products to market sooner to create more revenue.The principles and best practices presented in this book will prove to be a valuable resource for both hardware and firmware engineers. Topics include register layout, interrupts, timing and performance, aborts, and errors. Real world cases studies will help to solidify the principles and best practices with an aim towards cleaner designs, shorter schedules, and better implementation!Reduce product development delays with the best practices in this bookConcepts apply to ASICs, ASSPs, SoCs, and FPGAsReal-world examples and case studies highlight the good and bad of design processes

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Click here :  https://pdf.ebooklibrary.pw/0879304383     Master the new Windows Driver Model (WDM) common to Windows 98 and Windows 2000. You get theory, instruction and practice in driver development, installation and debugging. Addresses hardware and software interface issues, driver types, and a description of the new 'layer' model of WDM. ;

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Click here :  https://pdf.ebooklibrary.pw/1507836996     This book covers the basic concepts and principles of operating systems, showing how to apply them to the design and implementation of complete operating systems for embedded and real-time systems. It includes all the foundational and background information on ARM architecture, ARM instructions and programming, toolchain for developing programs, virtual machines for software implementation and testing, program execution image, function call conventions, run-time stack usage and link C programs with assembly code.It describes the design and implementation of a complete OS for embedded&nbsp;systems in incremental steps, explaining the design principles and&nbsp;implementation techniques. For Symmetric Multiprocessing (SMP) embedded systems,&nbsp;the author examines the ARM MPcore processors, which include the SCU and GIC for&nbsp;interrupts routing and interprocessor communication and synchronization&nbsp;by Software Generated Interrupts (SGIs).Throughout the book, complete working sample systems demonstrate the design principles and implementation techniques. The content is suitable for advanced-level and graduate students working in software engineering, programming, and systems theory.

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