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Microsoft .NET has always been the preferred framework for developing Enterprise applications that target the Windows platform. However, the release of .NET Core empowers senior developers and enterprise architects to think out of the box, and use .NET Core to design and develop robust applications that target multiple platforms.

Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries.Key Features Second edition of the bestselling book on Machine Learning A practical approach to key frameworks in data science, machine learning, and deep learning Use the most powerful Python libraries to implement machine learning and deep learning Get to know the best practices to improve and optimize your machine learning systems and algorithmsBook Description.Publisher's Note: This edition from 2017 is outdated and is not compatible with TensorFlow 2 or any of the most recent updates to Python libraries. A new third edition, updated for 2020 and featuring TensorFlow 2 and the latest in scikit-learn, reinforcement learning, and GANs, has now been published.Machine learning is eating the software world, and now deep learning is extending machine learning. Understand and work at the cutting edge of machine learning, neural networks, and deep learning with this second edition of Sebastian Raschka's bestselling book, Python Machine Learning. Using Python's open source libraries, this book offers the practical knowledge and techniques you need to create and contribute to machine learning, deep learning, and modern data analysis.Fully extended and modernized, Python Machine Learning Second Edition now includes the popular TensorFlow 1.x deep learning library. The scikit-learn code has also been fully updated to v0.18.1 to include improvements and additions to this versatile machine learning library.Sebastian Raschka and Vahid Mirjalili's unique insight and expertise introduce you to machine learning and deep learning algorithms from scratch, and show you how to apply them to practical industry challenges using realistic and interesting examples. By the end of the book, you'll be ready to meet the new data analysis opportunities.If you've read the first edition of this book, you'll be delighted to find a balance of classical ideas and modern insights into machine learning. Every chapter has been critically updated, and there are new chapters on key technologies. You'll be able to learn and work with TensorFlow 1.x more deeply than ever before, and get essential coverage of the Keras neural network library, along with updates to scikit-learn 0.18.1.What You Will Learn Understand the key frameworks in data science, machine learning, and deep learning Harness the power of the latest Python open source libraries in machine learning Explore machine learning techniques using challenging real-world data Master deep neural network implementation using the TensorFlow 1.x library Learn the mechanics of classification algorithms to implement the best tool for the job Predict continuous target outcomes using regression analysis Uncover hidden patterns and structures in data with clustering Delve deeper into textual and social media data using sentiment analysisWho this book is forIf you know some Python and you want to use machine learning and deep learning, pick up this book. Whether you want to start from scratch or extend your machine learning knowledge, this is an essential and unmissable resource. Written for developers and data scientists who want to create practical machine learning and deep learning code, this book is ideal for developers and data scientists who want to teach computers how to learn from data.

Description-The book has been written in such a way that the concepts are explained in detail, givingadequate emphasis on examples. To make clarity on the topic, diagrams are given extensively throughout the text. Various questions are included that vary widely in type and difficulty to understand the text. This text is user-focused and has been highly updated including topics, pictures and examples. The book features the most current research findings in all aspects of information Security. From successfully implementing technology change to understanding the human factors in IT utilization, these volumes address many of the core concepts and organizational applications, implications of information technology in organizations.Key Features· Comprehensive coverage of various aspects of cyber security concepts.· Simple language, crystal clear approach, straight forward comprehensible presentation. · Adopting user-friendly classroom lecture style. · The concepts are duly supported by several examples. · Previous years question papers are also included. · The important set of questions comprising of more than 90 questions with short answers are also included. Table of Contents:Chapter-1 : Introduction to Information SystemsChapter-2 : Information SecurityChapter-3 : Application SecurityChapter-4 : Security ThreatsChapter-5 : Development of secure Information SystemChapter-6 : Security Issues In HardwareChapter-7 : Security PoliciesChapter-8 : Information Security Standards

The book has been written in such a way that the concepts and working of algorithms are explained in detail, with adequate examples. To make clarity on the topic, diagrams, calculation of complexity, algorithms are given extensively throughout. Many examples are provided which are helpful in understanding the algorithms by various strategies. This content is user-focused and has been highly updated including algorithms and their real-world examples.Key features This book is especially designed for beginners, and explains all aspects of algorithm and its analysis in a simple and systematic manner.Algorithms and their working are explained in detail with the help of several illustrative examples.Important features like greedy algorithm, dynamic algorithm, string matching algorithm, branch and bound algorithm, NP hard and NP complete problems are suitably highlighted.Solved and frequently asked questions in the various competitive examinations, sample papers of the past examinations are provided which will serve as a useful reference source.The book would serve as an extremely useful text for BCA, MCA, M. Sc. (Computer Science), PGDCA, BE (Information Technology) and B. Tech. and M. Tech. students. Contents Algorithm & Algorithmic StrategyComplexity of AlgorithmsDivide-and-Conquer AlgorithmsGreedy AlgorithmDynamic ProgrammingGraph TheoryBacktracking AlgorithmsBranch and Bound AlgorithmsString-Matching AlgorithmsP and NP Problems

Description:The best way to learn MVC is by doing a project and this book does the same. A complete MVC project is created from scratch with all best practices implemented.professional projects are not created by just using ASP.NET MVC you need other ingredients like HRML, JavaScript, Jquery, JSON, WebAPI so on. This book has covered all the necessary supporting technologies while making MVC project.Gone are those days of using ADO.NET to connect to database. In professional project developers use ORM technologies like Entity Framework. This book uses EF whenever there is a need of database communication.With the book we have provided DVD which has MVC video tutorials which will help you to kick start MVC with great speed.After every lab we have discussed important questions around the lab this will make you prepared for ASP.NET MVC interviews.

"Der Kunde ist König" und "Der Kunde hat immer Recht". Jeder, der schon einmal mit direktem Kundenkontakt gearbeitet hat, hat diese Sprichwörter schon einmal gehört. Wie also geht man am besten mit seinen Kunden um? Dies bringt Christine Daborn-Doering in diesem schönen kleinen Ratgeber bei und lehrt den Leser, dabei Stil und Klasse zu bewahren.Christine Daborn-Doering, MLaw. ist Juristin mit einer Management-Karriere in Wirtschaft, Kultur und Öffentlichem Dienst. Sie ist die Begründerin der Personal Identity&#xAE; und gefragte Erfolgsberaterin, Seminarleiterin, Ghostwriterin, Buchautorin und Publizistin, bekannt aus Presse, TV und Radio.1996 gründete Sie die Consulting-Firma DDD PR FÜR PERSONEN und ist Inhaberin und Geschäftsführerin. <a href="http://www.personalidentity.ch">www.personalidentity.ch</a>

In jedem Bereich des Lebens gibt es so manche Dos und Don`ts. Doch nirgendwo stimmt dies mehr, als in der Gastronomie und im Hotel. Wie ist in den verschiedenen Situationen und diversen Arbeitsfeldern am besten mit dem Gast umzugehen. In diesem schönen Ratgeber, lernt der Leser all diese Dos und Don`ts mit Stil zu bewältigen.Christine Daborn-Doering, MLaw. ist Juristin mit einer Management-Karriere in Wirtschaft, Kultur und Öffentlichem Dienst. Sie ist die Begründerin der Personal Identity&#xAE; und gefragte Erfolgsberaterin, Seminarleiterin, Ghostwriterin, Buchautorin und Publizistin, bekannt aus Presse, TV und Radio.1996 gründete Sie die Consulting-Firma DDD PR FÜR PERSONEN und ist Inhaberin und Geschäftsführerin. <a href="http://www.personalidentity.ch">www.personalidentity.ch</a>

In diesem Werk lernt der Leser den richtigen Umgang mit Blumen und mit den Situationen in denen diese zur Geltung kommen. Egal für welchem Anlass, sei es eine Hochzeit, eine Trauerfeier oder eine alltägliche Situation, Christine Daborn-Doering erklärt welche Blumenwahl die richtige ist. Zeigen auch Sie Klasse durch den richtigen Umgang mit Blumen.Christine Daborn-Doering, MLaw. ist Juristin mit einer Management-Karriere in Wirtschaft, Kultur und Öffentlichem Dienst. Sie ist die Begründerin der Personal Identity&#xAE; und gefragte Erfolgsberaterin, Seminarleiterin, Ghostwriterin, Buchautorin und Publizistin, bekannt aus Presse, TV und Radio.1996 gründete Sie die Consulting-Firma DDD PR FÜR PERSONEN und ist Inhaberin und Geschäftsführerin. <a href="http://www.personalidentity.ch">www.personalidentity.ch</a>

Beziehungen zu führen ist keine einfache Sache. Das weiß auch Christine Daborn-Doering. Um den Prozess zumindest ein wenig zu vereinfachen, hat sie dieses Knigge-Buch für Beziehungen verfasst. Hier erklärt sie, wie mit diversen Situationen am besten umzugehen ist und wie man dabei Klasse behält. Ein toller Ratgeber für ein Thema, was beinahe jeden irgendwann einmal betrifft.Christine Daborn-Doering, MLaw. ist Juristin mit einer Management-Karriere in Wirtschaft, Kultur und Öffentlichem Dienst. Sie ist die Begründerin der Personal Identity&#xAE; und gefragte Erfolgsberaterin, Seminarleiterin, Ghostwriterin, Buchautorin und Publizistin, bekannt aus Presse, TV und Radio.1996 gründete Sie die Consulting-Firma DDD PR FÜR PERSONEN und ist Inhaberin und Geschäftsführerin. <a href="http://www.personalidentity.ch">www.personalidentity.ch</a>

Succinctly covers all the basic questions to which a new writer needs answers Topics covered include: characters, dialogue, descriptive passages, love and sex, grammar and punctuation, and promotion and marketing Liberally illustrated with examples drawn from a wide range of writers Second edition fully updatedThis is a book for aspiring writers of fiction. As a practical guide it succinctly covers all the basic questions to which a new writer needs answers. John Reynolds' first novel Uncommon Enemy prompted him to publish this book - based on his own experiences as a first novel writer. His new young adult novel Robyn Hood Outlaw Princess was published in 2016 and in this edition he draws upon the additional experience that he gained.The content covers a range of key points including: characters, dialogue, descriptive passages, love and sex, grammar and punctuation, and promotion and marketing.Examples to illustrate his key points are drawn from his novels and from a wide variety of other writers. This practical book is one that writers will want to return to again and again as they develop their own writing ability.Prompted by the author's personal experience, it's written with candour and an acute eye for the questions and challenges facing first-time writers.

YOU WANT THIS BOOK IF... You do business globally and want to make a momentous impact on the market. Your organization is working on their fi rst diversity strategy. You are a CEO or Business Owner who wants to create a more productive,talent rich, inclusive culture. You are a Business Owner or CEO who desire straight answers to difficultand uneasy topics. You are a CEO or Business Owner who wants to learn new concepts thatinspire a positive work environment. CEO's and Business Owners will fi nd the distinctive of each employee is whatreally leads to increased productivity, reduced confl ict, increased customer service,increased talent retention, and more. This book provides business executive's waysto integrate their employee's unique attributes to achieve business objectives; newadaptability ideas, and a team based environment working together accomplishingthe mission and vision of the organization. Global Dimensions: The Super 7 of Global Success is the key diversity source forCEO's, Business Owners, and Senior Executives, regardless of their employee'srace, ethnic group, gender, religion, culture, age, or language. A Business Owner or CEO wanting to take their organization to a phenomenal level intoday's global market defi nitely has the information they need by reading this book. Trest Loving's experience and training in race issues and other poor workenvironmental situations is crucial to organizations'amazing results. Her work hasbeen covered in the Washington Post and she has answered many CongressionalInquiries. Trest's passion is to help every organization be awesome in all aspects oftheir business. She desires to make this a reality in your organization.

JURISDIKTION und die damit verbundene Frage der Anwendung des eigenen, nationalen Strafrechts auf Handlungen, die außerhalb des eigenen Staatsterritoriums begangen wurden, ist eines der „klassischen” Themen der Strafrechtswissenschaft. Es ist ein Thema das nicht nur aufgrund der Globalisierung, der Entwicklung des Internetzes und der grenzüberschreitenden Kriminalitätsformen äußerst relevant ist für den Gesetzgeber und für Rechtsanwender wie beispielsweise Ankläger und Richter.DIESES BUCH gibt in fünf Kapiteln (Länderberichten) einen systematischen Überblick über das Jurisdiktionsrecht in den fünf nordischen Länder Dänemark, Finnland, Island, Norwegen und Schweden. Die Struktur des Buches macht es dem Leser leicht das Jurisdiktionsrecht dieser Länder miteinander zu vergleichen. Ein gesammelter Überblick über die nordischen Länder ist sinnvoll, da diese historisch, kulturell und rechtlich eng miteinander verbunden sind.DIE RECHTSENTWICKLUNG in Verbindung mit dem Jurisdiktionsrecht in einigen der nordischen Länder deutet einen deutlichen Trend zur Ausweitung der eigenen, nationalen Strafgewalt an. Dieses geschieht durch die Ausweitung von Jurisdiktionskonzepten, beispielsweise dem aktiven und passiven Personalitätsprinzip. Im abschließenden Kapitel des Buches werden einige zentrale Aspekte des Jurisdiktionsrechts und wichtige Tendenzen der Rechtsentwicklung in den nordischen Ländern aufgezeigt und analysiert.DER TREND der Ausweitung eigener Strafgewalt ist nicht nur eine Entwicklung, die ausschließlich im nordischen Kontext zu sehen ist und das Buch behandelt somit Fragestellungen, die auch über den nordischen Kontext hinaus für Rechtswissenschaftler und Rechtsanwender relevant sind.

Lukas er så optaget af et computerspil, at han til sidst forsvinder ind i spillet.Bogen arbejder med temaet digital dannelse. Temaet forholder sig nysgerrigt til viden om og holdningsdannelse til børn- og unges viden om, samt brug brug af digitale medier. På hjemmesiden findes bogen i en dansk udgave, her ud over kan der på hjemmesiden downloades gratis undervisningsmateriale. Der medfølger desuden en lydfil til bogen, som kan udvikle udtale og hjælpe læsesvage elever med at få en god læseoplevelse.Frilæsningsbøgerne i Cafe-serien er niveaumæssigt opdelt i en gul (lix 7-8), en rød (lix 8-10) og en lidt sværere blå (lix 12-15) serie. Indholdsmæssigt er bøgerne til en vis grad opdelt i tøse- og knejteemner med temaer hentet fra unges hverdag: fester, pc, chat, mobiler, venskaber, sorger og bekymringer mm.Als Lukas in CS-Go Verschwand tilhører blåt niveau i Cafe serien.

Maria modtager nogle ubehagelige sms’er, som gør hende meget ked af det og bange.Bogen arbejder med temaet digital dannelse. Temaet forholder sig nysgerrigt til viden om og holdningsdannelse til børn- og unges viden om, samt brug brug af digitale medier. På hjemmesiden findes bogen i en dansk udgave, her ud over kan der på hjemmesiden downloades gratis undervisningsmateriale. Der medfølger desuden en lydfil til bogen, som kan udvikle udtale og hjælpe læsesvage elever med at få en god læseoplevelse.Frilæsningsbøgerne i Cafe-serien er niveaumæssigt opdelt i en gul (lix 7-8), en rød (lix 8-10) og en lidt sværere blå (lix 12-15) serie. Indholdsmæssigt er bøgerne til en vis grad opdelt i tøse- og knejteemner med temaer hentet fra unges hverdag: fester, pc, chat, mobiler, venskaber, sorger og bekymringer mm.Marias SMS- Alptraum tilhører blåt niveau i Cafe serien.

As you are reading this, you are obviously interested in how Marketing actually works and what is actually effective. You already have been through the wringer with all these online marketers who use the same copy-paste template of a sales page, with mailing lists which send you unwanted traffic several times a week and insist that you are stupid enough to believe their hype, over and over and over. The Masters of Marketing Secrets series brings you these classics so that you can make up your own mind. All that has been done with these books is to give you modern versions of them which have been (mostly) cleaned up of typo's and poor editing - and also made available in ebook and paperback so you can study them at your leisure. J. George Frederick lived in those times and wrote about the people and principles of advertising they discovered. His book has been handed around for years, and as you study the other books in this series it starts pulling the pieces together for you.