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Web Scraping with Python
Web Scraping with Python
Richard Lawson
¥63.21
Successfully scrape data from any website with the power of PythonAbout This BookA hands-on guide to web scraping with real-life problems and solutionsTechniques to download and extract data from complex websitesCreate a number of different web scrapers to extract information Who This Book Is For This book is aimed at developers who want to use web scraping for legitimate purposes. Prior programming experience with Python would be useful but not essential. Anyone with general knowledge of programming languages should be able to pick up the book and understand the principals involved.What You Will LearnExtract data from web pages with simple Python programmingBuild a threaded crawler to process web pages in parallelFollow links to crawl a websiteDownload cache to reduce bandwidthUse multiple threads and processes to scrape fasterLearn how to parse JavaScript-dependent websitesInteract with forms and sessionsSolve CAPTCHAs on protected web pagesDiscover how to track the state of a crawl In Detail The Internet contains the most useful set of data ever assembled, largely publicly accessible for free. However, this data is not easily reusable. It is embedded within the structure and style of websites and needs to be carefully extracted to be useful. Web scraping is becoming increasingly useful as a means to easily gather and make sense of the plethora of information available online. Using a simple language like Python, you can crawl the information out of complex websites using simple programming. This book is the ultimate guide to using Python to scrape data from websites. In the early chapters it covers how to extract data from static web pages and how to use caching to manage the load on servers. After the basics we'll get our hands dirty with building a more sophisticated crawler with threads and more advanced topics. Learn step-by-step how to use Ajax URLs, employ the Firebug extension for monitoring, and indirectly scrape data. Discover more scraping nitty-gritties such as using the browser renderer, managing cookies, how to submit forms to extract data from complex websites protected by CAPTCHA, and so on. The book wraps up with how to create high-level scrapers with Scrapy libraries and implement what has been learned to real websites.Style and approach This book is a hands-on guide with real-life examples and solutions starting simple and then progressively becoming more complex. Each chapter in this book introduces a problem and then provides one or more possible solutions.
VMware vSphere Troubleshooting
VMware vSphere Troubleshooting
Muhammad Zeeshan Munir
¥90.46
Gain expertise in troubleshooting most common issues to implement vSphere environments with easeAbout This BookPlan, analyze, and design effective solutions for your vSphere environmentTroubleshoot problems related to vSphere performanceFamiliarize yourself with the advanced troubleshooting conceptsand become an xpert level administrator Who This Book Is For The books is intended for mid-level System Engineers and System Integrators who want to learn VMware power tools to troubleshoot and manage the vSphere infrastructure. Good knowledge level and understanding of virtualization is expected.What You Will LearnConfigure vSphere management assistant and troubleshooting toolsUse troubleshooting tools to monitor performance and troubleshoot different issuesLearn how to troubleshoot High Availability and other commonly known problems with clusters such as insufficient resources, failing heartbeatsUse Direct Console User Interface (DCUI) to verify configurationDiagnose storage issues including iSCSI, NFS and VMFS problemsManage vSphere Network Virtual and Distributed Switches, Trunks, VLANSMonitor and shape network traffic, configure routes and DNSQuickly resolve common day-to-day problems by analysing logs of VMware vSphere hosts and VMware vCenter ServerDebug and resolve commonly known vSphere Cluster problems In Detail VMware vSphere is the leading server virtualization platform with consistent management for virtual data centers. It enhances troubleshooting skills to diagnose and resolve day to day problems in your VMware vSphere infrastructure environment. This book will provide you practical hands-on knowledge of using different performance monitoring and troubleshooting tools to manage and troubleshoot the vSphere infrastructure. It begins by introducing systematic approach for troubleshooting different problems and show casing the troubleshooting techniques. You will be able to use the troubleshooting tools to monitor performance, and troubleshoot issues related to Hosts and Virtual Machines. Moving on, you will troubleshoot High Availability, storage I/O control problems, virtual LANS, and iSCSI, NFS, VMFS issues. By the end of this book, you will be able to analyze and solve advanced issues related to vShpere environment such as vcenter certificates, database problems, and different failed state errors.Style and approach A step-by-step guide full of real world scenarios that will enhance advanced knowledge, skills, and abilities to achieve competence in troubleshooting the VMware vSphere environment. Basic concepts of vSphere and the most common vSphere infrastructure problems are explained with practical solutions to resolve it.
PhoneGap 4 Mobile Application Development Cookbook
PhoneGap 4 Mobile Application Development Cookbook
Zainul Setyo Pamungkas
¥90.46
Build real-world hybrid mobile applications using the robust PhoneGap development platformAbout This BookGet to grips with the usage of PhoneGap and its command-line interfaceLearn to use numerous plugins to access several hardware capabilitiesStep-by-step instructions on creating captivating mobile applications using popular frameworks Who This Book Is For If you are a developer who wants to get started with mobile application development using PhoneGap, then this book is for you. Previous experience with data mining libraries will help, but is not mandatory. A basic understanding of web technologies such as HTML, CSS, and JavaScript is a must.What You Will LearnSet up a development environment to develop PhoneGap applicationsGenerate, build, and run applications using the PhoneGap command-line interfaceInstall plugins from the command line to add native capabilities to your applicationCall the JavaScript API of plugins and hook into native eventsManipulate DOM using zepto and xuijsDevelop a user interface using jQuery Mobile and the Ionic frameworkGet accustomed to using the PhoneGap Build service In Detail Developing mobile applications often feels intimidating. Especially when building cross-platform application. We have to learn a specific programming language to build an application for each platform. PhoneGap makes cross-platform mobile application development faster and easier by using web technologies such as HTML5, CSS, and JavaScript. This book gives you practical lessons on how to build a world class mobile application using PhoneGap. Whether you are a brand new to mobile application development, a web developer expert, or a seasoned mobile application developer, this book will guide you through creating hybrid mobile applications. Starting with setting up a development environment, the book moves on to utilizing a new PhoneGap command-line tool, installing plugins, and designing your application. It then moves on to concepts such as file system, storage, and local database, the book effectively lays a solid base for advanced topics. By working through the steps in each chapter, you will quickly master the features of PhoneGap. By the end of the book, you will be able to successfully build a highly functional, real-world hybrid mobile application using PhoneGap.Style and approach And easy-to-follow guide full of practical examples of real-world mobile application. Each topic is explained step by step with detailed explanations on each concept.
Amazon S3 Essentials
Amazon S3 Essentials
Sunil Gulabani
¥63.21
Get started with Amazon S3 for virtually unlimited cloud and Internet storageAbout This BookFamiliarize yourself with the concepts of Amazon S3Understand basic operations of bucket, folders, and objects using Amazon S3 SDK JavaLeverage the power of Amazon S3 to effectively store and retrieve data Who This Book Is For This book is intended for System Engineers/ Developers, Software Architects, Project managers, and users who want to explore Amazon S3 SDK Java. If you want to learn about Amazon S3 quickly, then this book is for you. Basic knowledge of Java programming is expected.What You Will LearnStart with the basic concepts of Amazon S3 to get you goingUse Copy Object and Multipart Copy Object for objects of different sizesUnderstand how to use the amazon management console for Amazon S3Learn how to use the AWS SDK of Java and consume the Amazon S3Get to grips with managing the bucket life cycleConfigure CORS to share resources to a different domainDiscover how to develop and deploy the static website on Amazon S3 using different services of Amazon In Detail Amazon Simple Storage Service (Amazon S3), provides developers and IT teams with secure, durable, and highly-scalable object storage. Amazon S3 is easy to use, with a simple web services interface to store and retrieve any amount of data from anywhere on the web. S3 is automatically web scalable and responds to the requirements of your application and traffic, and therefore offers a key element to help companies deal dynamically with any spike in traffic for their application (such as a free e-book offer). This book starts with the basics of the Amazon S3 and its features, and you will quickly get an understanding how to use the Amazon Management Console for Amazon S3 which is the simplest way to manage Amazon S3. Next, we will cover basic operations on bucket, folder, objects. Once the basic operations are understood, you will know how to use Amazon S3 using Java SDK. Following that, you will learn about Copy Objects and Multipart copy objects for large objects size. You will also learn to manage the life cycle of bucket and how to share resources to the different domain by configuring CORS. The book will then guide you through the development and deployment of a static website on Amazon S3 using different services of Amazon. By the end of the book, you will be able to create a scalable application using Amazon S3.Style and approach This fast-paced book is a pragmatic guide to writing Amazon S3 applications. Each chapter is blended beautifully with lucid concepts and pertinent examples.
A Packhorse Called Rachel
A Packhorse Called Rachel
Marcelle Kellermann
¥24.44
A story of courage, fear and defiance based on the authors own personal experience. A Pack Horse Called Rachel is the remarkable tale of a young woman, half Jewish, caught in the extraordinarily brutal world of France in 1944. Rachel moves through the pages of the book with her faithful dog Nourse, touching lives as her work with the Maquis based in the Auvergne takes her perilously close to danger on a day to day basis.The story is based on personal experience, the de*ion of historical events is as true as memory will allow, it is an elegantly written story capturing first hand Kellermann’s painful and lonely life as a resistance fighter within the ‘Maquis’, amidst the harsh beauty of the Auvergne. Beset by the freezing cold climate prevailing in winter, the Vichy traitors amongst the normal French Population and the hostility of ordinary people afraid for their own lives. Rachel overcomes the initial animosity and mistrust of the lecherous and alcoholic farmer Raboullet on whom she comes to rely; the wrath of the Gestapo, the betrayal of St Pré, a full and passionate love affair, tragic loss and yet she survives. Marcel Kellermann notes, with de*ive talent, and intricate detail that only someone especially observant could recall. From the opening raid to the closing trial, the book gives an incisive view, as we understand the mind and soul of the resistance better with each page. This is the story of a young woman paralleled with the struggle of a nation as it regains its courage to fight back.
BMW 5 & 6 Series E12 - E24 - E28 -E34 Restoration Tips and Techniques
BMW 5 & 6 Series E12 - E24 - E28 -E34 Restoration Tips and Techniques
Andrew Everett
¥24.44
A wealth of restoration tips and techniques covering E12, E24, E28, E34, 5 and 6 Series BMWs built between 1972 and 1995. Covers all models from 518 to M6. Advice is given on acquiring a good 5 & 6 Series model, plus tips on restoring, engines, bodywork, trim, electrics, suspension & much more.
BMW E30 - 3 Series Restoration Guide
BMW E30 - 3 Series Restoration Guide
Andrew Everett
¥24.44
A practical restoration manual written by journalist and E30 enthusiast Andrew Everett. Covers E30 models: 316, 316i, 318i, 320i, 323i, 325i, 325e, 324d and 324td, 318iS, M3 & Alpina in saloon, convertible & touring forms. Professional advice also is given on buying a good used model E30 for restoration.
Building A Business on Bacon and Eggs
Building A Business on Bacon and Eggs
Terence o'Hallorann
¥24.44
Person to person networks in the UK have grown over the last 10 years fuelled by the many middle management unemployed caused during the recent downsizing of many international corporations.Self employed people need to network, in the harsh environment of today’s modern job market. Networking is a ready source of employment, and a chance to meet skilled fellow workers to help build teams to complete projects that would otherwise stretch their own skill set.Outside the hours of the working day but inside a framework that people can relate to Breakfast Meetings provide them with rewarding opportunities. This book helps ensure you know how to meet the right people and kickstart your business.‘Building a Business on Bacon and Eggs’ is packed with tips and lists of how to set up thriving networking events and enables the reader to gain the most from any meetings they may hold, it includes checklists for everyone involved in the organization of events, real life stories to illustrate the theories presented as well as what to offer sponsors and how best to achieve the goals of all concerned.The book illustrates evidence of this in the comprehensive checklists throughout the book and summaries at the end of every chapter. If running breakfast meetings is your job, or if you merely wish to learn from the business experiences of other people, or you want to expand your own knowledge to gain the most from the business breakfast club environment this book provides a unique insight through the minds of its three very successful writers. To this end, ‘Breakfast on Bacon and Eggs ‘ is an essential addition to any Book Shops business section.
Chimney The Poetic Story Of  A Family Cat
Chimney The Poetic Story Of A Family Cat
Pamela Douglas
¥24.44
Chimney is a much loved family cat who has chosen to tell her own story in poetic form as only a cat can. She charts her life from mischievous kittenhood to thoughtful maturity in the company of two glorious IRISH SETTERS. Cat lovers and owners everywhere will recognise many of her ways and cat philosophy and those, who do not know cats well, will be surprised at their observational skills!
Hindsight  The Foresight Saga
Hindsight The Foresight Saga
Terence o'Hallorann
¥24.44
There is something new in the financial planning world and it is explored to the point that the reader can exploit it in “Hindsight – The Foresight Saga.” Little has been written about the property market and its relationship with the equity markets or the coincidental relationship that that investment relationship has on bankers. This book is aimed at the private investor but also the professional investment manager because it highlights the mechanism that provides for an almost continuous steady flow of positive returns on invested capital and regular savings. The author is a well experienced, highly qualified strategic financial planner and the language used in the book is straightforward and down to earth. The classic marketis identified as a circa fifteen year cycle of at one point inversely correlated market movements that works in direct contrast to a later phase in the classic market TM where property and equity movements are highly correlated in a downward slide. The first having an extremely positive effect on banking and the second, a devastating effect that contributed to bank collapses similar to those in 1979, 1992 and 2008.
Inventions and their inventors 1750-1920
Inventions and their inventors 1750-1920
Dave Rogers
¥24.44
Our everyday lives are continually influenced by inventors whose ideas have led to commercial products available in most high streets across the civilised world. For the most part these creative individuals have remained relatively unknown. Yet some of the companies set up by the successful inventors survive to this day albeit with company names no longer associated with the original idea. Volume 1 of this two volume set documents some of the key inventions from the ‘Spinning Jenny’ invented by Hargraves in the late eighteenth century, to some of the most commercially successful ideas of the early 20th century.
11 Simple Ways to turn your Garden Japanese
11 Simple Ways to turn your Garden Japanese
Russ Chard
¥24.44
If you have ever dreamed of having your own calm, tranquil and beautifully designed Japanese garden space at your home then '11 Simple Ways To Turn Your Garden Japanese' will give you some inspiring ideas that won't break the bank. From basic small space gardens to much larger Japanese style gardens this book explains the principles of Japanese garden design, shows you design plans, pictures, gives some very useful tips and all in plain English. Learn the methods of Japanese gardening that stretch back hundreds of years and how to use them with a more contemporary twist. Bridges, edging, Rocks, Stones, Moss, Dry water, Trees, Shrubs , Courtyard gardens are just some of the ways that you can add a touch of Japan to your garden space. Author Russ Chard is an expert on Japanese gardens and has published 3 books and has numerous websites on the subject as well as a weekly newsletter for lovers of Japanese gardens. Landscape designer Tim Sykes shares a full domestic Japanese themed garden design in the book as well.
Taming Your Public Speaking Monkeys
Taming Your Public Speaking Monkeys
Dee Clayton
¥24.44
A Godsend for anyone who’s ever suffered that dread of speaking in public!’ If, like almost everyone, you’re petrified of public speaking, the last thing you want is a lecture! And there lies the brilliance of this unique book’s genuinely innovative approach to the issue: Dee Clayton makes the process of overcoming those negative voices in your head (Your ‘Public Speaking Monkeys!’) and becoming an effective speaker lighthearted and fun! A Godsend for anyone who’s ever suffered that dread, Dee’s refreshingly simple yet amazingly effective multiawardwinning approach has already helped thousands to overcome their fears and become effective and confident public speakers. Significantly, the author’s keenly aware that for most of us, effective public speaking isn’t necessarily an end in itself but a means to other ends for example Dee has already helped company directors to persuade more successfully, doctors to win more funding, mediators to influence international decisions and all kinds of business people to fulfil their potential. What’s more, this is a genuinely practical guide! Unlike most ‘self help’ books on the topic (or any other), this one doesn’t just tell you what to do; in her chatty, good-humored style, Dee explains exactly how, sharing her own experiences and coaxing the reader through a programme that doesn’t just work it even makes public speaking enjoyable! Taming Your Public Speaking Monkeysworks so well because its easy, enjoyable style is underpinned by Dee’s solid, real-life experience of speaking publicly to tens of thousands of people first in her highly successful twenty-year marketing career (communicating for UK household brands such as Jacob’s Creek, Pizza Hut and Jammie Dodgers to name but a few) and now as a public speaking training specialist. Equally vitally, the book draws heavily upon the NeuroLinguistic Programming (NLP) techniques and insights in which Dee is a highly experienced Trainer and Master Practitioner. Taming your Public Speaking Monkeysis a rare find: a self-help book that really helps and best of all the results come to you quickly and stick with you for life!
Boost.Asio C++ Network Programming - Second Edition
Boost.Asio C++ Network Programming - Second Edition
Wisnu Anggoro
¥54.49
Learn effective C++ network programming with Boost.Asio and become a proficient C++ network programmer About This Book Learn efficient C++ network programming with minimum coding using Boost.Asio Your one-stop destination to everything related to the Boost.Asio library Explore the fundamentals of networking to choose designs with more examples, and learn the basics of Boost.Asio Who This Book Is For This book is for C++ Network programmers with basic knowledge of network programming, but no knowledge of how to use Boost.Asio for network programming. What You Will Learn Prepare the tools to simplify network programming in C++ using Boost.Asio Explore the networking concepts of IP addressing, TCP/IP ports and protocols, and LAN topologies Get acquainted with the usage of the Boost libraries Get to know more about the content of Boost.Asio network programming and Asynchronous programming Establish communication between client and server by creating client-server application Understand the various functions inside Boost.Asio C++ libraries to delve into network programming Discover how to debug and run the code successfully In Detail Boost.Asio is a C++ library used for network programming operations. Organizations use Boost because of its productivity. Use of these high-quality libraries speed up initial development, result in fewer bugs, reduce reinvention-of-the-wheel, and cut long-term maintenance costs. Using Boost libraries gives an organization a head start in adopting new technologies. This book will teach you C++ Network programming using synchronous and asynchronous operations in Boost.Asio with minimum code, along with the fundamentals of Boost, server-client applications, debugging, and more. You will begin by preparing and setting up the required tools to simplify your network programming in C++ with Boost.Asio. Then you will learn about the basic concepts in networking such as IP addressing, TCP/IP protocols, and LAN with its topologies. This will be followed by an overview of the Boost libraries and their usage. Next you will get to know more about Boost.Asio and its concepts related to network programming. We will then go on to create a client-server application, helping you to understand the networking concepts. Moving on, you will discover how to use all the functions inside the Boost.Asio C++ libraries. Lastly, you will understand how to debug the code if there are errors found and will run the code successfully. Style and approach An example-oriented book to show you the basics of networking and help you create a network application simply using Boost.Asio, with more examples for you to get up and running with Boost.Asio quickly.
Microsoft Dynamics NAV 2015 Professional Reporting
Microsoft Dynamics NAV 2015 Professional Reporting
Steven Renders
¥107.90
Discover tips and trick for Dynamics NAV report building About This Book Create and customize reports in Dynamics NAV 2015 using RDLC, Word, Power BI, and Reporting Services Work with different elements in the toolbox such as tablix, which can be used as a List, Table, or Matrix and understand the differences between them and when to use which This book is a pragmatic guide with clear instructions and real-world examples to teach you about the reporting capabilities of Dynamics NAV 2015 Who This Book Is For If you are a consultant, developer, customer, user, or just interested in the reporting capabilities of Dynamics NAV, then this book is for you. Basic knowledge of Dynamics NAV will be helpful. What You Will Learn Understand why reports are designed in a specific way and then apply this knowledge to your advantage Develop document reports using different techniques Apply filtering and sorting, and create groups Use RDLC to visualize information Visualize information, KPIs, and trends using expressions, Gauges, Charts, Data bars, Indicators, and Spark lines Create and optimize your dataset for RDLC and for Word layouts Use Power BI with Dynamics NAV to bring your data to life Build Reporting Services reports on top of Dynamics NAV In Detail Microsoft Dynamics NAV is a multi-lingual, multi-currency business management solution that organizations use to manage their accounts, supply chain, sales, payroll, and HR. It is an ERP tool for organizations that is fast to implement, easy to configure, and simple to use. It is widely used because simplicity is a part of its development, product design, usability, and implementation. This book will help you to master, analyze, and deliver the most challenging reporting requirements in Dynamics NAV 2015. The book starts by explaining report development and it's different phases such as data model, layout, and testing you go through. It introduces you to RDLC and the different controls in the toolbox, such as the Tablix, in its many forms. You will learn to use expressions to make your layout dynamic and to overcome typical problems. Moving on, the book will teach you to visualize data and be able to understand and read a report as it is intended. You will also learn to use Microsoft Word to create a layout for a report. With Power BI and Power Pivot, Power View, and Power Map, you will learn how easy and powerful it is to bring your data to life, so you can spot trends and perform in depth analysis of your business. Reporting Services is also explained as another way that you can apply the knowledge you have about RDLC to build RDL layouts outside of Dynamics NAV. By the end, you will create different types of charts so you can visualize key performance indicators inside the Dynamics NAV application. Style and approach This book is an essential guide in to understanding what is involved in creating reports in Dynamics NAV and its reporting capabilities.
OpenCV with Python By Example
OpenCV with Python By Example
Prateek Joshi
¥90.46
Build real-world computer vision applications and develop cool demos using OpenCV for Python About This Book Learn how to apply complex visual effects to images using geometric transformations and image filters Extract features from an image and use them to develop advanced applications Build algorithms to help you understand the image content and perform visual searches Who This Book Is For This book is intended for Python developers who are new to OpenCV and want to develop computer vision applications with OpenCV-Python. This book is also useful for generic software developers who want to deploy computer vision applications on the cloud. It would be helpful to have some familiarity with basic mathematical concepts such as vectors, matrices, and so on. What You Will Learn Apply geometric transformations to images, perform image filtering, and convert an image into a cartoon-like image Detect and track various body parts such as the face, nose, eyes, ears, and mouth Stitch multiple images of a scene together to create a panoramic image Make an object disappear from an image Identify different shapes, segment an image, and track an object in a live video Recognize an object in an image and build a visual search engine Reconstruct a 3D map from images Build an augmented reality application In Detail Computer vision is found everywhere in modern technology. OpenCV for Python enables us to run computer vision algorithms in real time. With the advent of powerful machines, we are getting more processing power to work with. Using this technology, we can seamlessly integrate our computer vision applications into the cloud. Web developers can develop complex applications without having to reinvent the wheel. This book will walk you through all the building blocks needed to build amazing computer vision applications with ease. We start off with applying geometric transformations to images. We then discuss affine and projective transformations and see how we can use them to apply cool geometric effects to photos. We will then cover techniques used for object recognition, 3D reconstruction, stereo imaging, and other computer vision applications. This book will also provide clear examples written in Python to build OpenCV applications. The book starts off with simple beginner’s level tasks such as basic processing and handling images, image mapping, and detecting images. It also covers popular OpenCV libraries with the help of examples. The book is a practical tutorial that covers various examples at different levels, teaching you about the different functions of OpenCV and their actual implementation. Style and approach This is a conversational-style book filled with hands-on examples that are really easy to understand. Each topic is explained very clearly and is followed by a programmatic implementation so that the concept is solidified. Each topic contributes to something bigger in the following chapters, which helps you understand how to piece things together to build something big and complex.
Mastering Python Scientific Computing
Mastering Python Scientific Computing
Hemant Kumar Mehta
¥71.93
A complete guide for Python programmers to master scientific computing using Python APIs and tools About This Book The basics of scientific computing to advanced concepts involving parallel and large scale computation are all covered. Most of the Python APIs and tools used in scientific computing are discussed in detail The concepts are discussed with suitable example programs Who This Book Is For If you are a Python programmer and want to get your hands on scientific computing, this book is for you. The book expects you to have had exposure to various concepts of Python programming. What You Will Learn Fundamentals and components of scientific computing Scientific computing data management Performing numerical computing using NumPy and SciPy Concepts and programming for symbolic computing using SymPy Using the plotting library matplotlib for data visualization Data analysis and visualization using Pandas, matplotlib, and IPython Performing parallel and high performance computing Real-life case studies and best practices of scientific computing In Detail In today's world, along with theoretical and experimental work, scientific computing has become an important part of scientific disciplines. Numerical calculations, simulations and computer modeling in this day and age form the vast majority of both experimental and theoretical papers. In the scientific method, replication and reproducibility are two important contributing factors. A complete and concrete scientific result should be reproducible and replicable. Python is suitable for scientific computing. A large community of users, plenty of help and documentation, a large collection of scientific libraries and environments, great performance, and good support makes Python a great choice for scientific computing. At present Python is among the top choices for developing scientific workflow and the book targets existing Python developers to master this domain using Python. The main things to learn in the book are the concept of scientific workflow, managing scientific workflow data and performing computation on this data using Python. The book discusses NumPy, SciPy, SymPy, matplotlib, Pandas and IPython with several example programs. Style and approach This book follows a hands-on approach to explain the complex concepts related to scientific computing. It details various APIs using appropriate examples.
Learning Predictive Analytics with R
Learning Predictive Analytics with R
Eric Mayor
¥90.46
Get to grips with key data visualization and predictive analytic skills using R About This Book Acquire predictive analytic skills using various tools of R Make predictions about future events by discovering valuable information from data using R Comprehensible guidelines that focus on predictive model design with real-world data Who This Book Is For If you are a statistician, chief information officer, data scientist, ML engineer, ML practitioner, quantitative analyst, and student of machine learning, this is the book for you. You should have basic knowledge of the use of R. Readers without previous experience of programming in R will also be able to use the tools in the book. What You Will Learn Customize R by installing and loading new packages Explore the structure of data using clustering algorithms Turn unstructured text into ordered data, and acquire knowledge from the data Classify your observations using Na?ve Bayes, k-NN, and decision trees Reduce the dimensionality of your data using principal component analysis Discover association rules using Apriori Understand how statistical distributions can help retrieve information from data using correlations, linear regression, and multilevel regression Use PMML to deploy the models generated in R In Detail R is statistical software that is used for data analysis. There are two main types of learning from data: unsupervised learning, where the structure of data is extracted automatically; and supervised learning, where a labeled part of the data is used to learn the relationship or scores in a target attribute. As important information is often hidden in a lot of data, R helps to extract that information with its many standard and cutting-edge statistical functions. This book is packed with easy-to-follow guidelines that explain the workings of the many key data mining tools of R, which are used to discover knowledge from your data. You will learn how to perform key predictive analytics tasks using R, such as train and test predictive models for classification and regression tasks, score new data sets and so on. All chapters will guide you in acquiring the skills in a practical way. Most chapters also include a theoretical introduction that will sharpen your understanding of the subject matter and invite you to go further. The book familiarizes you with the most common data mining tools of R, such as k-means, hierarchical regression, linear regression, association rules, principal component analysis, multilevel modeling, k-NN, Na?ve Bayes, decision trees, and text mining. It also provides a de*ion of visualization techniques using the basic visualization tools of R as well as lattice for visualizing patterns in data organized in groups. This book is invaluable for anyone fascinated by the data mining opportunities offered by GNU R and its packages. Style and approach This is a practical book, which analyzes compelling data about life, health, and death with the help of tutorials. It offers you a useful way of interpreting the data that’s specific to this book, but that can also be applied to any other data.
VMware vRealize Orchestrator Essentials
VMware vRealize Orchestrator Essentials
Daniel Langenhan
¥80.65
Get hands-on experience with vRealize Orchestrator and automate your VMware environment About This Book Gain an in-depth understanding of vRO in the VMware infrastructure Create your own advanced vRO *s using JavaScript A step-by-step tutorial to manage and create workflows with vRO Who This Book Is For This book is for VMware vSphere administrators who have minimal experience with automation tools and want to learn how to effectively automate their environment with VMware vRealize Orchestrator. A basic understanding of the VMware vSphere terms and concepts would be helpful. What You Will Learn Familiarize yourself with the Orchestrator architecture and Explore how plugins can expand Orchestrator's capabilitiesExplore how plug-ins can expand Orchestrator’s capabilities Deploy and configure the vRealize Orchestrator appliance Schedule and run workflows using the vSphere Web Client Create your own workflows with minimal work Use workflow presentations to improve your automation projects Integrate JavaScript to enhance your workflows Debug your workflows for errors and fix them Learn how to create, import, and export packages, to enable easy exchange solutions with others In Detail The automation of virtual environments has become the focus of many endeavors. VMware vRealize Orchestrator is a tool that enables you to automate not only your VMware environments, but also the surrounding hardware and software infrastructure. Orchestrator is also a central tool in the VMware cloud initiative and is extensively used by products such as vRealize Automation. In this book, you will learn how Orchestrator is able to help you automate your complete VMware infrastructure as well as its surrounding hardware and software. After deploying and configuring the vRealize Orchestrator appliance, you will learn how to run the existing workflows that are a part of the Orchestrator library. You will also see how the vSphere Web Client integration of Orchestrator reduces the time you spend on your daily admin tasks. The main aspect here is to learn how to create new workflows from existing ones. You will also look at how you can create completely new workflows. This includes learning about JavaScript and using presentation features to improve the layout and user friendliness of your workflows. Toward the end, you will learn to check for errors in your workflows and debug them. By the time you're done with the book, you'll be proficient in managing your workflows. Style and approach This book follows a sequential approach with ample screenshots in the examples that convey a deeper understanding of all Orchestrator-related tasks.
QGIS Blueprints
QGIS Blueprints
Ben Mearns
¥90.46
Develop analytical location-based web applications with QGIS About This Book Tame geographic information workflows with QGIS blueprints for smart web applications Create geographic web applications using QGIS and free/open source software Blueprints provide real-world applications covering many use cases Who This Book Is For This book encompasses relatively experienced GIS developers who have a strong grounding in the fundamentals of GIS development. They will have used QGIS before, but are looking to understand how to develop more complex, layered map applications that expose various data sets, utilize different visualizations, and are consumable (usable) by end users What You Will Learn Review geographic information principles and the application of these principles in the QGIS free/open source ecosystem Perform advanced analysis with site selection, hydrologic, and topological networks Build performant web applications by tile caching and generating static assets Provide collaborative editing capabilities for your team or community Develop custom and dynamic analysis and visualization capabilities Select the best components from desktop and web, for your use case Integrate it with social media and crowdsourcing In Detail QGIS, the world’s most popular free/open source desktop geographic information system software, enables a wide variety of use cases involving location – previously only available through expensive specialized commercial software. However, designing and executing a multi-tiered project from scratch on this complex ecosystem remains a significant challenge. This book starts with a primer on QGIS and closely related data, software, and systems. We’ll guide you through six use-case blueprints for geographic web applications. Each blueprint boils down a complex workflow into steps you can follow to reduce time lost to trial and error. By the end of this book readers should be able to build complex layered applications that visualize multiple data sets, employing different types of visualization, and give end users the ability to interact with and manipulate this data for the purpose of analysis. Style and approach This is a comprehensive guide to the application of QGIS and free/open source software in creating web applications from analysis. Step-by-step blueprints guide the reader through analytical and web development topics and designs.
Getting Started with Python and Raspberry Pi
Getting Started with Python and Raspberry Pi
Dan Nixon
¥71.93
Learn to design and implement reliable Python applications on the Raspberry Pi using a range of external libraries, the Raspberry Pis GPIO port, and the camera module About This Book Learn the fundamentals of Python *ing and application programming Design user-friendly command-line and graphical user interfaces A step-by-step guide to learning Python programming with the Pi Who This Book Is For This book is designed for those who are unfamiliar with the art of Python development and want to get to know their way round the language and the many additional libraries that allow you to get a full application up and running in no time. What You Will Learn Fundamentals of Python applications Designing applications for multi-threading Interacting with electronics and physical devices Debugging applications when they go wrong Packaging and installing Python modules User interface design using Qt Building easy to use command-line interfaces Connecting applications to the Internet In Detail The Raspberry Pi is one of the smallest and most affordable single board computers that has taken over the world of hobby electronics and programming, and the Python programming language makes this the perfect platform to start coding with. The book will start with a brief introduction to Raspberry Pi and Python. We will direct you to the official documentation that helps you set up your Raspberry Pi with the necessary equipment such as the monitor, keyboard, mouse, power supply, and so on. It will then dive right into the basics of Python programming. Later, it will focus on other Python tasks, for instance, interfacing with hardware, GUI programming, and more. Once you get well versed with the basic programming, the book will then teach you to develop Python/Raspberry Pi applications. By the end of this book, you will be able to develop Raspberry Pi applications with Python and will have good understanding of Python programming for Raspberry Pi. Style and approach An easy-to-follow introduction to Python *ing and application development through clear conceptual explanations backed up by real-world examples on the Raspberry Pi.