Time is running out. Alice only has one year left to win her bet with the Bandersnatch, or be trapped as a prisoner in his garden forever. And Alice isn’t the only one losing heart. The Queen continues to steal peoples hearts, and the refugees from Neverland are the latest victims. For some reason, Alice can’t put them back and Adam refuses to leave Wonderland until they stop her. The pressure is on for Alice to keep the magic books from falling into the wrong hands. The clock is ticking and failure means none of the stolen hearts will be returned, Adam will remain trapped behind the mirror, and Alice will be forgotten in the Bandersnatch’s garden. Forever.

The Great Gatsby is a 1925 novel written by American author F. Scott Fitzgerald that follows a cast of characters living in the fictional town of West Egg on prosperous Long Island in the summer of 1922. The story primarily concerns the young and mysterious millionaire Jay Gatsby and his quixotic passion and obsession for the beautiful former debutante Daisy Buchanan. Considered to be Fitzgerald's magnum opus, The Great Gatsby explores themes of decadence, idealism, resistance to change, social upheaval, and excess, creating a portrait of the Jazz Age or the Roaring Twenties that has been described as a cautionary tale regarding the American Dream. Fitzgerald—inspired by the parties he had attended while visiting Long Island's north shore—began planning the novel in 1923, desiring to produce, in his words, "something new—something extraordinary and beautiful and simple and intricately patterned." Progress was slow, with Fitzgerald completing his first draft following a move to the French Riviera in 1924. The Great Gatsby received mixed reviews and sold poorly; in its first year, the book sold only 20,000 copies. Fitzgerald died in 1940, believing himself to be a failure and his work forgotten. However, the novel experienced a revival during World War II, and became a part of American high school curricula and numerous stage and film adaptations in the following decades. Today, The Great Gatsby is widely considered to be a literary classic and a contender for the title "Great American Novel". In 1998 the Modern Library editorial board voted it the 20th century's best American novel and second best English-language novel of the same time period.

The Scarlet Letter is an 1850 romantic work of fiction in a historical setting, written by Nathaniel Hawthorne, and is considered to be his magnum opus. Set in 17th-century Puritan Boston, Massachusetts, during the years 1642 to 1649, it tells the story of Hester Prynne, who conceives a daughter through an affair and struggles to create a new life of repentance and dignity. Throughout the book, Hawthorne explores themes of legalism, sin, and guilt. The experience of Hester and Dimmesdale recalls the story of Adam and Eve because, in both cases, sin results in expulsion and suffering. But it also results in knowledge – specifically, in knowledge of what it means to be immoral. For Hester, the Scarlet Letter is a physical manifestation of her sin and reminder of her painful solitude. She contemplates casting it off to obtain her freedom from an oppressive society and a checkered past as well as the absence of God. Because the society excludes her, she considers the possibility that many of the traditions held up by the Puritan culture are untrue and are not designed to bring her happiness.As for Dimmesdale, the "cheating minister", his sin gives him "sympathies so intimate with the sinful brotherhood of mankind, so that his chest vibrate[s] in unison with theirs." His eloquent and powerful sermons derive from this sense of empathy. The narrative of the Reverend Arthur Dimmesdale is quite in keeping with the oldest and most fully authorized principles in Christian thought. His "Fall" is a descent from apparent grace to his own damnation; he appears to begin in purity but he ends in corruption. The subtlety is that the minister's belief is his own cheating, convincing himself at every stage of his spiritual pilgrimage that he is saved. The rose bush's beauty forms a striking contrast to all that surrounds it – as later the beautifully embroidered scarlet "A" will be held out in part as an invitation to find "some sweet moral blossom" in the ensuing, tragic tale and in part as an image that "the deep heart of nature" (perhaps God) may look more kind on the errant Hester and her child than her Puritan neighbors do. Throughout the work, the nature images contrast with the stark darkness of the Puritans and their systems.Chillingworth's misshapen body reflects (or symbolizes) the anger in his soul, which builds as the novel progresses, similar to the way Dimmesdale's illness reveals his inner turmoil. The outward man reflects the condition of the heart; an observation thought to be inspired by the deterioration of Edgar Allan Poe, whom Hawthorne "much admired".

Virginia Woolf was an English writer, and one of the foremost modernists of the twentieth century. Woolf was a significant figure in London literary society and a central figure in the influential Bloomsbury Group of intellectuals. Her most famous works include the novels Mrs Dalloway, To the Lighthouse and Orlando. Rachel Vinrace leaves on her father's ship for South America and her journey of self-discovery begins. The eclectic group of passengers provides Woolf with an opportunity to poke fun at Edwardian life. The novel is the first published by Woolf and introduces Clarissa Dalloway, the central character of Woolf's later novel, Mrs. Dalloway During the interwar period, Woolf was a signifi-cant figure in London literary society and a member of the Bloomsbury Group. Her most famous works include the novels Mrs Dalloway (1925), To the Lighthouse (1927), and Orlando (1928), and the book-length essay A Room of One's Own (1929) with its famous dictum, "a woman must have money and a room of her own if she is to write fiction". Other Books of V. Woolf: To the Lighthouse (1927)Mrs Dalloway (1925)A Haunted House (1921)Orlando (1928)Mrs Dalloway in Bond Street (1923)Between the Acts (1941)The Duchess and the Jeweller (1938)The New Dress (1927)The Mark on the Wall (1917)The Years (1937)

Super Cheap Japan is the ultimate budget travel guide to Japan, full of the most useful, up-to-date information for a cheap holiday in Japan. With extensive tax-free shopping, crazily discounted train passes and an unbelievable exchange rate, there has never been a better time to visit. Unlike other guides, this book shows you exactly how, where and when you can save money. Go shopping for $4 clothes in Tokyo, enjoy inexpensive hikes in Nikko, or visit Kyoto’s beautiful shrines and gardens on the cheap; all with this super helpful guide. Inside the Super Cheap Japan guide book: Budget food - eat for only a few dollars with comprehensive listings of low-cost restaurants, takeouts, supermarkets and more Budget shopping - 100 yen ($1) shops, free sample hotspots, tax-free shopping, discount passes and coupons Color maps for budget travelers, making it super easy to get around Highlights and itineraries based on discount train or bus passes, so you can keep your wallet happy while still having an amazing holiday Train and bus passes - local, regional and national passes, and info on how to use them for additional savings at tourist hotspots Hidden treasures - walking and cycling routes to cut down on train fares, cheap side trips and free alternatives to crowded, overpriced spots Essential help for budget travelers - expert travel tips, free tours, simple to understand directions, translations for places that don’t have English support Cheap accommodation - the best and cheapest capsule hotels, net cafes, overnight spas, hostels, campsites and more Guides to Tokyo, Kyoto, Osaka, Nara, Hiroshima, Mt Fuji, Miyajima, Himeji Castle, Kobe, Yokohama, Kamakura, Nikko, Hakone, Kansai, Kanto, as well as great off-the-beaten-track places nearby This book is perfect for backpackers, budget travelers, families on a tight budget, students and those who are new to Japan. Get the most out of this amazing country, without burning a hole in your wallet! Editorial Reviews "In Super Cheap Japan the author fulfils his mission to keep Japan both affordable and authentically enjoyable for tourists. There is a good balance between an overview of the usual tourist spots and quirkier recommendations that allows travellers to maximise their enjoyment of a singular country while minimising their budget."?- Japan Visitor?"Lots of great tips and tricks for saving money on your Japan visit! The book covers many areas in great detail, and it is certainly a very useful book for anybody planning a trip to Japan"?- Abby Denson, author of the bestselling Cool Japan Guide?"Want to travel to Japan but on a budget? Then check out Super Cheap Japan for great money saving ideas"?- Doki Doki"A must have book if you are traveling to Japan, it has all the essential information that you might need"?- Hector Garciao, author of the bestselling A Geek in Japan

Penrod is a collection of comic sketches by Booth Tarkington that was first published in 1914. The book follows the misadventures of Penrod Schofield, an eleven-year-old boy growing up in the pre-World War I Midwestern United States, in a similar vein to The Adventures of Tom Sawyer. In Penrod, Tarkington established characters who appeared in two further books, Penrod and Sam (1916) and Penrod Jashber (1929). The three books were published together in one volume, Penrod: His Complete Story, in 1931.

Sermaye piyasalar? do?an?n i?leyi?i gibi davran??lar sergiler.. Do?a gibi dinamik haldedir... sürekli evrilir ve geli?irler Bilgi üreterek ve üretilen bilgiyi kullanarak ilerlerler..Bilgi sadece ki?ilerle piyasalar?n etkile?iminden ortaya ??kar. Bu nedenle teorik de?il, pratiktir. Bilgiyi anlama gayreti belli bir bilin? yarat?r ve ki?ilerin dü?ünerek hareket etmesi neticesinde piyasalar kendi do?al d?ngüsünü olu?turur. ?nsanlar?n olu?turdu?u yap?n?n kendisi de zamanla dü?ünen bir organizmaya d?nü?ür... Ki?i kendini korumaya ve geli?tirmeye y?nelik oldu?u i?in piyasalar da kendilerini koruyucu ve geli?tirici sistemlerini olu?tururlar. Ekonomik sistem binlerce farkl? piyasaya sahiptir ve bu say? giderek artmaktad?r. Artan finansal enstrümanlar ve hisse senedi borsalar?, menkul k?ymetlerin ?e?itlili?i, ülke ekonomilerindeki büyümenin finansal piyasalara giderek daha fazla ba??ml? hale gelmesine neden olmu?tur. Yat?r?mc?lar?n piyasa enstrümanlar?na ba??ml?l??? finansal sistemi olduk?a ?nemli hale getirir... Sermaye piyasalar? yat?r?mc?lar?n problemleri ??zebilecek bilgiyi olu?turmakta ba?ar?l?d?r.. ??te bu problemi ??zme ?eklidir. Piyasalar?n karakteri, asla bir kurtar?c? kahraman?n gelmesini beklemek de?ildir Bu nedenle problemleri ??zmek i?in farkl? bir y?ntemi vard?r. Rassal yürüyü? fiyat hareketlerinin rastlant?sal ve ?nceden tahmin edilemez oldu?unu s?yler. Fiyat hareketlerinin seyrini de?i?tirecek ani yükseli? ve dü?ü?lerde mevcut pozisyonda kal?nmas?n? savunur. Bu davran?? kimi yat?r?mc?lara mant?kl? gelebilir. Fakat profesyoneller i?in rastlant?sall?k ?ok ?nem arz etmez. Fiyatlar?n zaman zaman rastlant?sal oldu?u kabul edilse de her zaman rastlant?sal oldu?una inanmak amat?rlük olacakt?r Gelece?in ?ng?rülmez olu?u temel varsay?md?r.. Akl?n s?n?rl? dü?ünce gücü gelece?in ?ng?rülebilir olmad???n? fiyatlar?n olu?umu i?in de ?o?u zaman kullan?r. Teorik olarak herkese mant?kl? gelecek bu dü?ünce acaba profesyonel bak?? a??s?yla de?erlendirildi?inde temelinde bir hata i?eriyor olamaz m?: Fiyatlar?n ne y?nde ger?ekle?ece?ini bilememek. Piyasalar yat?r?mc?lar olmad??? sürece varl???n? sürdüremez.. Yat?r?mc?lar piyasalar?n karma??k yap?s?n? ak?l ve duygular?n? sentezleyerek ??zümlemeye ?al??anlard?r. S?radan bir insan ya da piyasa profesyoneli. Ekonomi k?tü giderken finansal piyasalarda i?lem yapmaya neden devam ederler.? Kimsenin g?remedi?i bir ?eyi mi g?rmektedirler? [Tarkan ?zhan, 1969-] ??REN?M DURUMU: Trakya üniversitesi B?lüm: Fen Fakultesi Kimyager MESLE??: Borsac?, Trader, Portfoy Y?netimi Aktif ?al??ma süresi; 25 y?l

Alexander's Bridge is the first novel by American author Willa Cather. First published in 1912, it was re-released with an author's preface in 1922. It also ran as a serial in McClure's, giving Cather some free time from her work for that magazine.

NSZ / GR Amerikallarn "büyük depresyon" adn verdikleri 1929 ekonomik bunalm, New-York borsasnn "Kara Sal" olarak adlandrlan 24 Ekim 1929 günü kmesiyle balar ve F. D. Roosevelt'in "New-Deal" politikalarnn uygulamaya balad Mart 1933'e kadar sürdüü kabul edilir. 1928 balarnda Dow Jones sanayi endeksi ortalamas 191 iken, 9 Eylül 1929'da endeks 382'ye yükselmitir. Bylece sanayi hisse senetleri bir yl iinde %100 deer kazanmtr. 28 Ekimde hisse senetleri %12,8 ve 29 Ekimde %11,7 deer kaybetmilerdir. Endeks deeri 294,3'e dümütür. Burjuva ekonomistleri bu durumu "crash" (ykm, iflas) olarak tanmlarlar. Ancak Amerikan borsasndaki düü devam etmi ve 7 Austos 1932'de endeks 41'e dümütür. Bylece 1929 "Kara Eylül"le balayan kü, iki yl iinde borsann %90 deer yitirmesine yol amtr. Byle bakldnda ve sunulduunda, 1929 ekonomik bunalm, ABD'de New-York borsasnn küüyle ortaya kan bir süre olarak grülmektedir. Bu bir kez kabul edilince, kanlmaz olarak 1929 ekonomik bunalm bir "borsa küü"nün yaratt bir bunalm olarak tanmlanabilir. Borsa da, hisse senetleri, tahviller, bonolar vs. "deerlikatlarn" ilem grdüü "piyasa" olduuna gre, ekonomik bunalm da, bu "katlarn" deerlerinde meydana gelen ani ve büyük düülerin yaratt "kaos" ortam haline gelmektedir. Gerekte ise borsada meydana gelen kü, bir neden deil, sonutur. Bu sonucu oluturan ise, ABD ekonomisinin 1924-1929 dnemindeki yaps ve biriktirdii olumsuzluklar dizisidir. Bir baka ifadeyle, 1929 ekonomik bunalm, New-York borsasnn ani küüyle grünür hale gelen klasik kapitalist ekonominin bunalmdr. Kapitalizmin irsi hastal olan ekonomik bunalmlar, sermayenin ve metalarn ar-üretimi bunalmdr. Kapitalizmin azami kr yasas, kr orannn yüksek olduu alanlara ynelik bir sermaye akna yol aar. Bu sermaye ak, akt alanda sermayenin ve meta üretiminin artmasna yol aar. Artan üretime uygun bir talep mevcut olmad koullarda, metalarn bir blümü satlmadan kalr. Bylece yatrlm olan para-sermaye, meta-sermaye olarak depolarda beklerken, para-sermayenin devri tamamlanamaz. Bu durumda, üretimin devam kredi sisteminin devreye girmesiyle mümkündür. Sürecin uzamasna paralel olarak kredi hacmi sürekli artar ve alnan krediler (kredi-para) satlmayan metalarda maddelemi olarak kalr. Yazar Hakknda[Tarkan zhan, 1969-] RENM DURUMU: Trakya üniversitesi Blüm: Fen Fakultesi Kimyager MESLE: Borsac, Trader, Portfoy Ynetimi Aktif alma süresi; 25 yl

Seventeen: A Tale of Youth and Summer Time and the Baxter Family Especially William is a humorous novel by Booth Tarkington that gently satirizes first love, in the person of a callow 17-year-old, William Sylvanus Baxter. Seventeen takes place in a small city in the Midwestern United States shortly before World War I. It was published as sketches in the Metropolitan Magazine in 1914, and collected in a single volume in 1916, when it was the bestselling novel in the United States.

Build applications and infrastructures that leverage Function-as-a-Service and Docker About This Book ? Implement containerization in Serverless/FaaS environments ? Utilize Docker as a functional unit of work for Serverless/FaaS platforms ? Use Docker as a portable infrastructure for Serverless Applications Who This Book Is For If you are a Developer, a Docker Engineer, a DevOps Engineer, or any stakeholder interested in learning the use of Docker on Serverless environments then this book is for you. What You Will Learn ? Learn what Serverless and FaaS applications are ? Get acquainted with the architectures of three major serverless systems ? Explore how Docker technologies can help develop Serverless applications ? Create and maintain FaaS infrastructures ? Set up Docker infrastructures to serve as on-premises FaaS infrastructures ? Define functions for Serverless applications with Docker containers In Detail Serverless applications have gained a lot of popularity among developers and are currently the buzzwords in the tech market. Docker and serverless are two terms that go hand-in-hand. This book will start by explaining serverless and Function-as-a-Service (FaaS) concepts, and why they are important. Then, it will introduce the concepts of containerization and how Docker fits into the Serverless ideology. It will explore the architectures and components of three major Docker-based FaaS platforms, how to deploy and how to use their CLI. Then, this book will discuss how to set up and operate a production-grade Docker cluster. We will cover all concepts of FaaS frameworks with practical use cases, followed by deploying and orchestrating these serverless systems using Docker. Finally, we will also explore advanced topics and prototypes for FaaS architectures in the last chapter. By the end of this book, you will be in a position to build and deploy your own FaaS platform using Docker. Style and approach A practical guide that offers a simple way to easily understand Serverless Applications utilizing Docker as the development environment.

Learn the most powerful and primary programming language for writing smart contracts and find out how to write, deploy, and test smart contracts in Ethereum. About This Book ? Get you up and running with Solidity Programming language ? Build Ethereum Smart Contracts with Solidity as your scripting language ? Learn to test and deploy the smart contract to your private Blockchain Who This Book Is For This book is for anyone who would like to get started with Solidity Programming for developing an Ethereum smart contract. No prior knowledge of EVM is required. What You Will Learn ? Learn the basics and foundational concepts of Solidity and Ethereum ? Explore the Solidity language and its uniqueness in depth ? Create new accounts and submit transactions to blockchain ? Get to know the complete language in detail to write smart contracts ? Learn about major tools to develop and deploy smart contracts ? Write defensive code using exception handling and error checking ? Understand Truffle basics and the debugging process In Detail Solidity is a contract-oriented language whose syntax is highly influenced by JavaScript, and is designed to compile code for the Ethereum Virtual Machine. Solidity Programming Essentials will be your guide to understanding Solidity programming to build smart contracts for Ethereum and blockchain from ground-up. We begin with a brief run-through of blockchain, Ethereum, and their most important concepts or components. You will learn how to install all the necessary tools to write, test, and debug Solidity contracts on Ethereum. Then, you will explore the layout of a Solidity source file and work with the different data types. The next set of recipes will help you work with operators, control structures, and data structures while building your smart contracts. We take you through function calls, return types, function modifers, and recipes in object-oriented programming with Solidity. Learn all you can on event logging and exception handling, as well as testing and debugging smart contracts. By the end of this book, you will be able to write, deploy, and test smart contracts in Ethereum. This book will bring forth the essence of writing contracts using Solidity and also help you develop Solidity skills in no time. Style and approach Solidity is a high-level programming language best understood using examples. After covering basic concepts of Ethereum and Solidity, programming constructs will be explained with help of examples. As chapters progress, deployment, usage and testing of contacts will form major aspect of the book. Troubleshooting and unit testing is an important exercise and skill to master this language will also be covered in this book.

Building efficient Python applications at minimal cost by adopting serverless architectures About This Book ? Design and set up a data flow between cloud services and custom business logic ? Make your applications efficient and reliable using serverless architecture ? Build and deploy scalable serverless Python APIs Who This Book Is For This book is for Python developers who would like to learn about serverless architecture. Python programming knowledge is assumed. What You Will Learn ? Understand how AWS Lambda and Microsoft Azure Functions work and use them to create an application ? Explore various triggers and how to select them, based on the problem statement ? Build deployment packages for Lambda functions ? Master the finer details about building Lambda functions and versioning ? Log and monitor serverless applications ? Learn about security in AWS and Lambda functions ? Scale up serverless applications to handle huge workloads and serverless distributed systems in production ? Understand SAM model deployment in AWS Lambda In Detail Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python. The book is divided into three modules. The first module explains the fundamentals of serverless architecture and how AWS lambda functions work. In the next module, you will learn to build, release, and deploy your application to production. You will also learn to log and test your application. In the third module, we will take you through advanced topics such as building a serverless API for your application. You will also learn to troubleshoot and monitor your app and master AWS lambda programming concepts with API references. Moving on, you will also learn how to scale up serverless applications and handle distributed serverless systems in production. By the end of the book, you will be equipped with the knowledge required to build scalable and cost-efficient Python applications with a serverless framework. Style and approach The book takes a pragmatic approach, using a real-world example to demonstrate building efficient, secure, and scalable serverless applications.

Improve the speed of your code and optimize the performance of your apps About This Book ? Understand the common performance pitfalls and improve your application’s performance ? Get to grips with multi-threaded and asynchronous programming in C# ? Develop highly performant applications on .NET Core using microservice architecture Who This Book Is For This book is for .NET developers looking at improving the speed of their code or simply wanting to take their skills to the next level. Basic C# knowledge is assumed. What You Will Learn ? Measure application performance using BenchmarkDotNet ? Explore the techniques to write multithreaded applications ? Leverage TPL and PLinq libraries to perform asynchronous operations ? Get familiar with data structures to write optimized code ? Understand design techniques to increase your application’s performance ? Learn about memory management techniques in .NET Core ? Develop a containerized application based on microservices architecture ? Learn tools and techniques to monitor application performance In Detail While writing an application, performance is paramount. Performance tuning for realworld applications often involves activities geared toward fnding bottlenecks; however, this cannot solve the dreaded problem of slower code. If you want to improve the speed of your code and optimize an application's performance, then this book is for you. C# 7 and .NET Core 2.0 High Performance begins with an introduction to the new features of what?explaining how they help in improving an application's performance. Learn to identify the bottlenecks in writing programs and highlight common performance pitfalls, and learn strategies to detect and resolve these issues early. You will explore multithreading and asynchronous programming with .NET Core and learn the importance and effcient use of data structures. This is followed with memory management techniques and design guidelines to increase an application’s performance. Gradually, the book will show you the importance of microservices architecture for building highly performant applications and implementing resiliency and security in .NET Core. After reading this book, you will learn how to structure and build scalable, optimized, and robust applications in C#7 and .NET. Style and approach This book will be a step by step easy to follow guide with focused examples to increase performance of applications and provide optimization techniques.

Leverage the power of Python and its de facto GUI framework to build highly interactive interfaces About This Book ? The fundamentals of Python and GUI programming with Tkinter. ? Create multiple cross-platform projects by integrating a host of third-party libraries and tools. ? Build beautiful and highly-interactive user interfaces that target multiple devices. Who This Book Is For This book is for beginners to GUI programming who haven’t used Tkinter yet and are eager to start building great-looking and user-friendly GUIs. Prior knowledge of Python programming is expected. What You Will Learn ? Create a scrollable frame via theCanvas widget ? Use the pack geometry manager andFrame widget to control layout ? Learn to choose a data structurefor a game ? Group Tkinter widgets, such asbuttons, canvases, and labels ? Create a highly customizablePython editor ? Design and lay out a chat window In Detail Tkinter is a modular, cross-platform application development toolkit for Python. When developing GUI-rich applications, the most important choices are which programming language(s) and which GUI framework to use. Python and Tkinter prove to be a great combination. This book will get you familiar with Tkinter by having you create fun and interactive projects. These projects have varying degrees of complexity. We'll start with a simple project, where you'll learn the fundamentals of GUI programming and the basics of working with a Tkinter application. After getting the basics right, we'll move on to creating a project of slightly increased complexity, such as a highly customizable Python editor. In the next project, we'll crank up the complexity level to create an instant messaging app. Toward the end, we'll discuss various ways of packaging our applications so that they can be shared and installed on other machines without the user having to learn how to install and run Python programs. Style and approach Step by Step guide with real world examples

Enhance your software deployment workflow using containers About This Book ? Get up-and-running with basic to advanced concepts of Docker ? Get acquainted with concepts such as Docker containers, Docker images, orchestrators and so on. ? Practical test-based approach to learning a prominent containerization tool Who This Book Is For This book is targeted at system administrators, operations engineers, DevOps engineers, and developers or stakeholders who are interested in getting started with Docker from scratch. No prior experience with Docker Containers is required. What You Will Learn ? Containerize your traditional or microservice-based application ? Share or ship your application as an immutable container image ? Build a Docker swarm and a Kubernetes cluster in the cloud ? Run a highly distributed application using Docker Swarm or Kubernetes ? Update or rollback a distributed application with zero downtime ? Secure your applications via encapsulation, networks, and secrets ? Know your options when deploying your containerized app into the cloud In Detail Docker containers have revolutionized the software supply chain in small and big enterprises. Never before has a new technology so rapidly penetrated the top 500 enterprises worldwide. Companies that embrace containers and containerize their traditional mission-critical applications have reported savings of at least 50% in total maintenance cost and a reduction of 90% (or more) of the time required to deploy new versions of those applications. Furthermore they are benefitting from increased security just by using containers as opposed to running applications outside containers. This book starts from scratch, introducing you to Docker fundamentals and setting up an environment to work with it. Then we delve into concepts such as Docker containers, Docker images, Docker Compose, and so on. We will also cover the concepts of deployment, orchestration, networking, and security. Furthermore, we explain Docker functionalities on public clouds such as AWS. By the end of this book, you will have hands-on experience working with Docker containers and orchestrators such as SwarmKit and Kubernetes. Style and approach The simple end-to-end guide will help you learn everything about how to containerize, ship, and run both a traditional application and a modern microservice-based application on-premise or in the cloud.

Explore GIS processing and learn to work with various tools and libraries in Python. About This Book ? Analyze and process geospatial data using Python libraries such as; Anaconda, GeoPandas ? Leverage new ArcGIS API to process geospatial data for the cloud. ? Explore various Python geospatial web and machine learning frameworks. Who This Book Is For The audience for this book includes students, developers, and geospatial professionals who need a reference book that covers GIS data management, analysis, and automation techniques with code libraries built in Python 3. What You Will Learn ? Manage code libraries and abstract geospatial analysis techniques using Python 3. ? Explore popular code libraries that perform specific tasks for geospatial analysis. ? Utilize code libraries for data conversion, data management, web maps, and REST API creation. ? Learn techniques related to processing geospatial data in the cloud. ? Leverage features of Python 3 with geospatial databases such as PostGIS, SQL Server, and SpatiaLite. In Detail Python comes with a host of open source libraries and tools that help you work on professional geoprocessing tasks without investing in expensive tools. This book will introduce Python developers, both new and experienced, to a variety of new code libraries that have been developed to perform geospatial analysis, statistical analysis, and data management. This book will use examples and code snippets that will help explain how Python 3 differs from Python 2, and how these new code libraries can be used to solve age-old problems in geospatial analysis. You will begin by understanding what geoprocessing is and explore the tools and libraries that Python 3 offers. You will then learn to use Python code libraries to read and write geospatial data. You will then learn to perform geospatial queries within databases and learn PyQGIS to automate analysis within the QGIS mapping suite. Moving forward, you will explore the newly released ArcGIS API for Python and ArcGIS Online to perform geospatial analysis and create ArcGIS Online web maps. Further, you will deep dive into Python Geospatial web frameworks and learn to create a geospatial REST API. Style and approach The book takes a practical, example-driven approach to teach you GIS analysis and automation techniques with Python 3.

Practical, hands-on solutions in Python to overcome any problem in Machine Learning About This Book ? Master the advanced concepts, methodologies, and use cases of machine learning ? Build ML applications for analytics, NLP and computer vision domains ? Solve the most common problems in building machine learning models Who This Book Is For This book is for the intermediate users such as machine learning engineers, data engineers, data scientists, and more, who want to solve simple to complex machine learning problems in their day-to-day work and build powerful and efficient machine learning models. A basic understanding of the machine learning concepts and some experience with Python programming is all you need to get started with this book. What You Will Learn ? Select the right algorithm to derive the best solution in ML domains ? Perform predictive analysis effciently using ML algorithms ? Predict stock prices using the stock index value ? Perform customer analytics for an e-commerce platform ? Build recommendation engines for various domains ? Build NLP applications for the health domain ? Build language generation applications using different NLP techniques ? Build computer vision applications such as facial emotion recognition In Detail Machine learning (ML) helps you find hidden insights from your data without the need for explicit programming. This book is your key to solving any kind of ML problem you might come across in your job. You’ll encounter a set of simple to complex problems while building ML models, and you'll not only resolve these problems, but you’ll also learn how to build projects based on each problem, with a practical approach and easy-to-follow examples. The book includes a wide range of applications: from analytics and NLP, to computer vision domains. Some of the applications you will be working on include stock price prediction, a recommendation engine, building a chat-bot, a facial expression recognition system, and many more. The problem examples we cover include identifying the right algorithm for your dataset and use cases, creating and labeling datasets, getting enough clean data to carry out processing, identifying outliers, overftting datasets, hyperparameter tuning, and more. Here, you'll also learn to make more timely and accurate predictions. In addition, you'll deal with more advanced use cases, such as building a gaming bot, building an extractive summarization tool for medical documents, and you'll also tackle the problems faced while building an ML model. By the end of this book, you'll be able to fine-tune your models as per your needs to deliver maximum productivity. Style and approach This book is a step-by-step guide on how to develop machine learning applications for various domains. Each chapter of this book contains the practical guide on how to build specific machine learning applications from its base-line approach to the best possible approach. Basic necessary concepts, conman mistakes for every approach and optimization techniques are discussed for each application.

Get certified as an Azure architect by acing the 70-535 Architecting Microsoft Solutions (70-535) exam using this comprehensive guide with full coverage of the exam objectives About This Book ? Learn to successfully design and architect powerful solutions on the Azure Cloud platform ? Enhance your skills with mock tests and practice questions ? A detailed certification guide that will help you ace the 70-535 exam with confidence Who This Book Is For This book is for architects and experienced developers, who are gearing up for the 70-535 exam. Technical architects interested in learning more about designing Cloud solutions will also find this book useful. What You Will Learn ? Use Azure Virtual Machines to design effective VM deployments ? Implement architecture styles, like serverless computing and microservices ? Secure your data using different security features and design effective security strategies ? Design Azure storage solutions using various storage features ? Create identity management solutions for your applications and resources ? Architect state-of-the-art solutions using Artificial Intelligence, IoT, and Azure Media Services ? Use different automation solutions that are incorporated in the Azure platform In Detail Architecting Microsoft Azure Solutions: Exam Guide 70-535 will get Azure architects and developers up-to-date with the latest updates on Azure from an architecture and design perspective. The book includes all the topics that are still relevant from the previous 70-534 exam, and is updated with latest topics covered, including Artificial Intelligence, IoT, and architecture styles. This exam guide is divided into six parts, where the first part will give you a good understanding of how to design a compute infrastructure. It also dives into designing networking and data implementations. You will learn about designing solutions for Platform Service and operations. Next, you will be able to secure your resources and data, as well as design a mechanism for governance and policies. You will also understand the objective of designing solutions for Platform Services, by covering Artificial Intelligence, IoT, media services, and messaging solution concepts. Finally, you will cover the designing for operations objective. This objective covers application and platform monitoring, as well as designing alerting strategies and operations automation strategies. By the end of the book, you'll have met all of the exam objectives, and will have all the information you need to ace the 70-535 exam. You will also have become an expert in designing solutions on Microsoft Azure. Style and approach This book offers clear and crisp explanations of the exam objectives that will help you with all the information needed to pass the 70-535 exam. The detail oriented approach will make you an expert on designing solutions on Microsoft Azure.

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