Informatyka

3937
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E-BOOK

Salesforce Platform App Builder Certification Guide. A beginner's guide to building apps on the Salesforce Platform and passing the Salesforce Platform App Builder exam

Paul Goodey

Do you want to be able to confidently design and build apps that support business processes within the Lightning Platform? Salesforce Platform App Builder Certification Guide not only helps you to do this, but also prepares you for the certification exam.The book starts by describing the core capabilities of the Lightning Platform. You'll learn techniques for data modeling to design, build, and deploy apps without writing code and achieve rapid results with the declarative capabilities that the Lightning Platform provides. Next, you'll explore utilities for importing and exporting data and the features available in the Lightning Platform to restrict and extend access to objects, fields, and records. You'll also be able to customize the Salesforce Lightning Experience user interface (UI) and build functionality for custom buttons, links, and actions. Later, this certification study guide will take you through reporting and the social and mobile features of the Lightning Platform. Finally, you’ll get to grips with Salesforce build environments and deployment options.By the end of this Salesforce book, you'll not only have learned how to build data models, enforce data security, and implement business logic and process automation, but also have gained the confidence to pass the Platform App Builder exam and achieve Salesforce certification.

3938
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E-BOOK

Salesforce Platform App Builder Certification Handbook. A handy guide that covers the most essential topics for Salesforce Platform App Builder Certification in an easy-to-understand format

Siddhesh Kabe

The Salesforce Certified Platform App Builder exam is for individuals who want to demonstrate their skills and knowledge in designing, building, and implementing custom applications using the declarative customization capabilities of Force.com. This book will build a strong foundation in Force.com to prepare you for the platform app builder certification exam. It will guide you through designing the interface while introducing the Lightning Process Builder. Next, we will implement business logic using various point and click features of Force.com. We will learn to manage data and create reports and dashboards. We will then learn to administer the force.com application by configuring the object-level, field-level, and record-level security. By the end of this book, you will be completely equipped to take the Platform App Builder certification exam.

3939
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E-BOOK

Salesforce Platform Enterprise Architecture. A must-read guide to help you architect and deliver packaged applications for enterprise needs - Fourth Edition

Andrew Fawcett, Daniel J. Peter

Salesforce makes architecting enterprise grade applications easy and secure – but you'll need guidance to leverage its full capabilities and deliver top-notch products for your customers.This fourth edition brings practical guidance to the table, taking you on a journey through building and shipping enterprise-grade apps.This guide will teach you advanced application architectural design patterns such as separation of concerns, unit testing, and dependency injection. You'll also get to grips with Apex and fflib, create scalable services with Java, Node.js, and other languages using Salesforce Functions and Heroku, and find new ways to test Lightning UIs. These key topics, alongside a new chapter on exploring asynchronous processing features, are unique to this edition. You'll also benefit from an extensive case study based on how the Salesforce Platform delivers solutions.By the end of this Salesforce book, whether you are looking to publish the next amazing application on AppExchange or build packaged applications for your organization, you will be prepared with the latest innovations on the platform.

3940
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E-BOOK

Salesforce Sales Cloud - An Implementation Handbook. A practical guide from design to deployment for driving success in sales

Kerry Townsend

Salesforce Sales Cloud is a system rich in functionality, addressing many sales business challenges such as sales productivity, forecast visibility, and sales enablement. However, unlocking the full value of the system and getting maximum returns pose a challenge, especially if you’re new to the technology.This implementation handbook goes beyond mere configuration to ensure a successful implementation journey. From laying the groundwork for your project to engaging stakeholders with sales-specific business insights, this book equips you with the knowledge you need to plan and execute.As you progress, you’ll learn how to design a robust data model to support the sales and lead generation process, followed by crafting an intuitive user experience to drive productivity. You’ll then explore crucial post-building aspects such as testing, training, and releasing functionality. Finally, you’ll discover how the solutions’ capability can be expanded by adding and integrating other tools to address typical sales use cases.By the end of this book, you’ll have grasped how to leverage Sales Cloud to solve sales challenges and have gained the confidence to design and implement solutions successfully with the help of real-world use cases.

3941
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E-BOOK

Samba 4. Przewodnik administratora

Marcelo Leal

Usługi katalogowe na Twoje zawołanie! Usługa Active Directory jest implementacją protokołu LDAP i została wprowadzona na rynek wraz z premierą systemu Windows 2000. Stanowi ona kluczowy element organizacji usług w firmach. Dzięki niej można przechowywać informacje o komputerach, użytkownikach i innych urządzeniach w ramach organizacji. Jednym z kluczowych zadań Active Directory jest uwierzytelnianie elementów podłączonych do domeny. Jeżeli chcesz wdrożyć w Twojej firmie usługę Active Directory, możesz wykorzystać płatne rozwiązania giganta z Redmond lub pokusić się o wdrożenie darmowej alternatywy. Samba doskonale sprawdza się w roli kontrolera domeny. W trakcie lektury tej książki zdobędziesz dogłębną wiedzę na temat jej stosowania. Na samym początku odkryjesz, jak zainstalować serwer Samba 4 oraz nim zarządzać. Z kolejnych rozdziałów dowiesz się, jak zastąpić istniejący kontroler domeny współpracujący z systemem Windows przez system z Sambą 4. Ponadto w książce znajdziesz szczegółowe informacje na temat aktualizacji Samby, rozbudowy schematu Active Directory oraz implementacji rozproszonego serwera plików o wysokiej dostępności. Książka ta jest obowiązkową lekturą dla administratorów i pasjonatów, chcących wdrożyć usługę Active Directory z użyciem darmowych rozwiązań. Dzięki tej książce: poznasz możliwości usługi Active Directory wdrożysz tę usługę z wykorzystaniem Samby zastąpisz kontroler domeny współpracujący z systemem Windows uruchomisz serwer plików i wydruków Poznaj potencjał serwera Samba!

3942
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E-BOOK

Samouczące się sztuczne sieci neuronowe w grupowaniu i klasyfikacji danych. Teoria i zastosowania w ekonomii

Kamila Migdał-Najman, Krzysztof Najman

Prezentowana książka składa się z dwóch zasadniczych części. Część pierwsza ma charakter teoretyczny. Omawia genezę, rozwój, podstawy empiryczne i teoretyczne procesu klasyfikacji i grupowania danych. Jest pełna faktów, anegdot i własnych przemyśleń autorów. Część druga książki jest poświęcona szerokim badaniom teoretycznym, symulacyjnym i empirycznym nad własnościami samouczących się sieci neuronowych w grupowaniu danych społeczno-ekonomicznych. Szczegółowo omówiono algorytm budowy i samouczenia się trzech modeli sztucznych sieci neuronowych: SOM (Self Organizing Map), GNG (Growing Neural Gas) i sieci hybrydowej SOM-GNG. Zaproponowano także ich modyfikacje zwiększające zdolność badanych sieci do poprawnego wyróżniania istniejących skupień.  W książce położono szczególny nacisk na możliwie prosty i przejrzysty opis często złożonych zjawisk. Poza koniecznym formalizmem matematycznym autorzy posługują się wieloma zaawansowanymi metodami wizualizacji omawianych zagadnień. Dzięki temu, mimo naukowego charakteru książki, może ona stanowić wartościowy podręcznik dla bardziej zaawansowanych studentów, praktyków i naukowców nie będących specjalistami w zakresie klasyfikacji i grupowania danych.

3943
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E-BOOK

Samouczące się sztuczne sieci neuronowe w grupowaniu i klasyfikacji danych. Teoria i zastosowania w ekonomii

Kamila Migdał-Najman, Krzysztof Najman

Prezentowana książka składa się z dwóch zasadniczych części. Część pierwsza ma charakter teoretyczny. Omawia genezę, rozwój, podstawy empiryczne i teoretyczne procesu klasyfikacji i grupowania danych. Jest pełna faktów, anegdot i własnych przemyśleń autorów. Część druga książki jest poświęcona szerokim badaniom teoretycznym, symulacyjnym i empirycznym nad własnościami samouczących się sieci neuronowych w grupowaniu danych społeczno-ekonomicznych. Szczegółowo omówiono algorytm budowy i samouczenia się trzech modeli sztucznych sieci neuronowych: SOM (Self Organizing Map), GNG (Growing Neural Gas) i sieci hybrydowej SOM-GNG. Zaproponowano także ich modyfikacje zwiększające zdolność badanych sieci do poprawnego wyróżniania istniejących skupień.  W książce położono szczególny nacisk na możliwie prosty i przejrzysty opis często złożonych zjawisk. Poza koniecznym formalizmem matematycznym autorzy posługują się wieloma zaawansowanymi metodami wizualizacji omawianych zagadnień. Dzięki temu, mimo naukowego charakteru książki, może ona stanowić wartościowy podręcznik dla bardziej zaawansowanych studentów, praktyków i naukowców nie będących specjalistami w zakresie klasyfikacji i grupowania danych.

3944
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E-BOOK

SAP ABAP Advanced Cookbook. Featuring over 80 sophisticated recipes, this is a superb tutorial for ABAP developers and consultants. It teaches you advanced SAP programming using the high level language through diagrams, step-by-step instructions, and real-time examples

Rehan Zaidi

ABAP (Advanced Business Application Programming) is SAP's proprietary 4th Generation Language (4GL). SAP core is written almost entirely in ABAP.ABAP is a high level programming language used in SAP for development and other customization processes.SAP ABAP Advanced Cookbookù covers advanced SAP programming applications with ABAP. It teaches you to enhance SAP applications by developing custom reports and interfaces with ABAP programming. This cookbook has quick and advanced real world recipes for programming ABAP.It begins with the applications of ABAP Objects and ALV tips and tricks. It then covers Design Patterns and Dynamic Programming in detail.You will also learn the usage of quality improvement tools such as transaction SAT, SQL Trace, and the Code Inspector.Simple transformations and its application in Excel Downloading will also be discussed, as well as the newest topics of Adobe Interactive Forms and the consumption and creation of Web services. The book comes to an end by covering advanced usage of Web Dynpro for ABAP and the latest advancement in Floorplan Manager.

3945
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E-BOOK

SAP Business Intelligence Quick Start Guide. Actionable business insights from the SAP BusinessObjects BI platform

Vinay Singh

The SAP BusinessObjects Business Intelligence platform is a powerful reporting and analysis tool. This book is the ideal introduction to the SAP BusinessObjects Business Intelligence platform, introducing you to its data visualization, visual analytics, reporting, and dashboarding capabilities.The book starts with an overview of the BI platform and various data sources for reporting. Then, we move on to looking at data visualization, analysis, reporting, and analytics using BusinessObjects Business Intelligence tools. You will learn about the features associated with reporting, scheduling, and distribution and learn how to deploy the platform. Toward the end, you will learn about the strategies and factors that should be considered during deployment.By the end, you will be confident working with the SAP BusinessObjects Business Intelligence platform to deliver better insights for more effective decision making.

3946
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E-BOOK

SAP Business ONE Implementation. Bring the power of SAP Enterprise Resource Planning to your small-midsize business with SAP Business ONE using this book and

Wolfgang Niefert

SAP Business ONE brings the power of the SAP ERP platform to small and mid-size companies. It offers fast-growing companies the same ERP capabilities used in world-wide conglomerates and major corporations. SAP Business ONE is powerful, and to fully harness it takes careful planning.This book will provide you with a guide to install and implement SAP B1 in your business. It starts with the basic tasks of installing and configuring, but moves at a fast pace and goes on to cover topics such as advanced CRM, e-commerce, and modern Distribution Center configurations for inventory optimization and Warehouse Management.The book is divided into two main sections. The case study starts out in section one with an ad-hoc implementation of a simple Lemonade Stand business. This section is focused on getting SAP B1 up and running quickly. In the second section the Ad-Hoc Implementation is taken to the next level , and we professionally expand this idea and develop a Beverage Distribution Center with outsourced production. This includes advanced inventory optimization. The workflow is optimized using existing functionality and also using Add-Ons to expand the standard functionality and transform the generic SAP Business ONE business engine into an Industry Solution.The book is full of examples with detailed step-by-step explanations. We will be implementing a complete SAP Business System including add-ons as part of a case study.Finally we connect SAP to the Web and introduce a solution that presents SAP features in a web interface with real-time integration. The book is completed with a chapter focusing on growth. Franchise architecture for SAP Business ONE is introduced and applied to the case study to help you learn how to get started with this.Each chapter has a section that assists you with applying knowledge for your own project. You will have your business set up and ready to go by the time you complete this book.

3947
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E-BOOK

SAP BusinessObjects Dashboards 4.0 Cookbook. Over 90 simple and incredibly effective recipes for transforming your business data into exciting dashboards with SAP BusinessObjects Dashboards 4.0 Xcelsius

Xavier Jean-Marie Hacking, David Lai, XJ Hacking

Xcelsius 2008 was recently included in SAP’s BusinessObjects 4.0 family, rebranding “Xcelsius Enterprise” as “SAP BusinessObjects Dashboards 4.0”. With features like flexible design and what-if scenarios, the powerful dashboarding software allows enterprises to make business decisions at a glance, and this book allows you to go far beyond the basics of these techniques. This cookbook full of practical and applicable recipes will enable you to use the full latest capabilities of Dashboard Design to visually transform your business data. A wide range of recipes will equip you with the knowledge and confidence to perform tasks like configuring charts, creating drill- downs, making component colors dynamic, using alerts in maps, building pop-up screens, setting up What-If scenarios, and many more.The recipes begin by covering best practices for using the Dashboard Design spreadsheet, the data-model, and the connection with the components on the canvas, later moving on to some from-the-trenches tricks for using Excel within Dashboard Design. The book then guides you through the exploration of various data visualization components and dashboard interactivity, as well as offering recipes on using alerts, dashboard connectivity, and making the most of the aesthetics of the dashboard. Finally, the recipes conclude by considering the most important add-ons available for Dashboard Design and enabling you to perform relevant and useful tasks straight away.

3949
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E-BOOK

SAP Data Services 4.x Cookbook. Delve into the SAP Data Services environment to efficiently prepare, implement, and develop ETL processes

Ivan Shomnikov, Stanislav Pereyaslov

Want to cost effectively deliver trusted information to all of your crucial business functions? SAP Data Services delivers one enterprise-class solution for data integration, data quality, data profiling, and text data processing. It boosts productivity with a single solution for data quality and data integration. SAP Data Services also enables you to move, improve, govern, and unlock big data. This book will lead you through the SAP Data Services environment to efficiently develop ETL processes. To begin with, you’ll learn to install, configure, and prepare the ETL development environment. You will get familiarized with the concepts of developing ETL processes with SAP Data Services. Starting from smallest unit of work- the data flow, the chapters will lead you to the highest organizational unit—the Data Services job, revealing the advanced techniques of ETL design. You will learn to import XML files by creating and implementing real-time jobs. It will then guide you through the ETL development patterns that enable the most effective performance when extracting, transforming, and loading data. You will also find out how to create validation functions and transforms.Finally, the book will show you the benefits of data quality management with the help of another SAP solution—Information Steward.

3950
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E-BOOK

SAP HANA Cookbook. Your all-inclusive guide to understanding SAP HANA with practical recipes with over 50 recipes

Chandrasekhar Mankala (USD), Ganesh Mahadevan V., Ganesh...

SAP HANA is a real-time applications platform that provides a multi-purpose, in-memory appliance. Decision makers in the organization can gain instant insight into business operations. Thus all the data available can be analysed and you can react to the changing business conditions rapidly to make decisions. The real-time platform not only empowers business users and top management to make decisions but also provides the capability to make decisions in real-time.A practical and comprehensive guide that helps you understand the power of SAP HANA’s real-time and in-memory capabilities. It also provides step-by-step instructions to exploit all the possible features of the SAP HANA database, enabling users to harness the full potential of this technology and its features.You will gain an understanding of real-time replications, effective data loading from various sources, how to load data, and how to create re-usable objects such as models and reports.Use this practical guide to enable or transform your business landscape by implementing SAP HANA to meet your business requirements. The book shows you how to load data from different types of systems, create models in SAP HANA, and consume data for decision-making. The book covers various tools at different stages creating models using SAP HANA Studio, and consuming data using reporting tools such as SAP BusinessObjects, SAP Lumira, and so on . This book also explains the in-depth architecture of SAP HANA to help you understand SAP HANA as an appliance, that is, a combination of hardware and software.The book covers the best practices to leverage SAP HANA’s in-memory technology to transform data into insightful information. It also covers technology landscaping, solution architecture, connectivity, data loading, and setting up the environment for modeling purpose (including setup of SAP HANA Studio).If you have an intention to start your career as SAP HANA Modeler, this book is the perfect start. 

3951
3952
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E-BOOK
3953
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E-BOOK

SAP w 24 godziny. Wydanie V

Michael Missbach, George Anderson

System SAP jest uznanym zintegrowanym systemem informatycznym do zarządzania firmą. Charakteryzuje się ogromnym bogactwem funkcjonalności i elastycznością, ułatwiającą zmianę skali lub profilu działalności przedsiębiorstwa. Użytkownikami SAP są firmy o różnej wielkości i o różnych modelach biznesu. Szczególnie cenną możliwością SAP jest optymalizacja komunikacji i współpracy z otoczeniem: SAP CRM ułatwia zarządzanie relacjami z klientami, SAP SCM — zarządzanie łańcuchem dostaw, a SAP SRM pomaga w zarządzaniu relacjami z dostawcami. Niniejsza książka pozwala w bardzo krótkim czasie zapoznać się z systemami SAP. Składa się z 24 rozdziałów-lekcji. Przyswojenie materiału każdej z tych lekcji nie powinno trwać dłużej niż godzinę. Ten niezwykle praktyczny przewodnik umożliwia solidne opanowanie podstaw, a następnie zapoznanie się z bardziej zaawansowanymi zagadnieniami. Dzięki temu szybko można zrozumieć, na czym polega planowanie, wdrażanie systemu SAP i korzystanie z niego. Aby umożliwić utrwalenie materiału, każdy rozdział zakończono praktycznym studium przypadku. W książce omówiono: podstawy SAP oraz opis aplikacji i komponentów systemu, instalację systemu SAP w wersji stacjonarnej i w wersji systemu w chmurze, SAP z punktu widzenia biznesu i z punktu widzenia informatyki, najnowsze rozwiązania: bazy HANA, nowy interfejs użytkownika, Software as a Service i inne, operacje biznesowe w SAP, praktyczne podejście do implementacji, migracji i aktualizacji systemu SAP, SAP a internet rzeczy, media społecznościowe, wielkie zbiory danych i inne zagadnienia najbliższej przyszłości. SAP — zostań ekspertem w 24 godziny! Dr Michael Missbach jest dyrektorem Cisco SAP Competence Center. Opracowuje zbiór dobrych praktyk związanych z korzystaniem z aplikacji SAP HANA i innych ważnych usług biznesowych implementowanych w chmurach publicznych i prywatnych. Dr George Anderson jest starszym architektem i dyrektorem programowym w Microsoft Services, specjalizuje się w projektowaniu i implementowaniu ważnych rozwiązań biznesowych SAP i Microsoft Dynamics.

3954
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E-BOOK

SAS for Finance. Forecasting and data analysis techniques with real-world examples to build powerful financial models

Harish Gulati

SAS is a groundbreaking tool for advanced predictive and statistical analytics used by top banks and financial corporations to establish insights from their financial data.SAS for Finance offers you the opportunity to leverage the power of SAS analytics in redefining your data. Packed with real-world examples from leading financial institutions, the author discusses statistical models using time series data to resolve business issues.This book shows you how to exploit the capabilities of this high-powered package to create clean, accurate financial models. You can easily assess the pros and cons of models to suit your unique business needs.By the end of this book, you will be able to leverage the true power of SAS to design and develop accurate analytical models to gain deeper insights into your financial data.

3956
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E-BOOK

Sass i Compass. Praktyczny przewodnik dla projektantów

Ben Frain

Projektuj pięknie i wygodnie — Sass i Compass do Twoich usług! Instalowanie Sass i Compass oraz konfigurowanie projektów, czyli od czego zacząć naukę Kolory, siatki i responsywność, czyli jak zapewnić stronie dobry wygląd na każdym urządzeniu Automatyzacja pisania kodu CSS, czyli jak działać szybko i eliminować zbędne czynności Kaskadowe arkusze stylów są dziś wykorzystywane przez wszystkich projektantów stron internetowych na całym świecie. Jest to bardzo wygodne i elastyczne narzędzie, jednak prawdziwie spektakularne efekty można osiągnąć dzięki zastosowaniu CSS w połączeniu z preprocesorem Sass oraz technologią Compass. Możliwe, że nie bardzo wiesz, co znaczą te nazwy, i nie masz pojęcia, do czego mogłyby Ci się przydać te dodatki. Jeśli jednak jesteś projektantem, powinieneś czym prędzej zapoznać się z tymi narzędziami, ponieważ niebywale ułatwią Ci pracę. I nie musisz być geniuszem ani informatykiem, żeby skorzystać z ich mocy. Wystarczy, że znasz HTML i CSS. Ta książka nie została napisana z myślą o programistach. Jej celem jest pokazanie spektrum działania technologii Sass i Compass wszystkim tym, którzy często używają CSS. Znajdziesz tu informacje na temat instalowania i konfigurowania obu dodatków, sprawnego posługiwania się kolorami i tworzenia responsywnych układów stron. Po tych podstawach przyjdzie czas na naukę pisania zapytań medialnych i eksperymentalnych deklaracji CSS dla różnych przeglądarek, a także ćwiczenia ze sporządzania statystyk. Następnie dowiesz się, jak utworzyć idealnego duszka w rekordowo krótkim czasie i zautomatyzować swoją pracę za pomocą inteligentnych pętli. Przeczytaj i zastosuj, a szybko zakochasz się w dodatkach Sass i Compass! Sass i Compass dla początkujących Tworzenie projektu Sass i Compass Zagnieżdżanie, rozszerzanie, symbole zastępcze i domieszki Praca z kolorami Responsywne i elastyczne siatki Tworzenie zapytań medialnych za pomocą Sass i domieszek CSS3, duszki i inne cuda Logika programistyczna w Sass Sass i Compass dla zaawansowanych Sass i Compass skrócą Ci drogę do pięknych stron!

3957
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Scala and Spark for Big Data Analytics. Explore the concepts of functional programming, data streaming, and machine learning

Md. Rezaul Karim, Sridhar Alla

Scala has been observing wide adoption over the past few years, especially in the field of data science and analytics. Spark, built on Scala, has gained a lot of recognition and is being used widely in productions. Thus, if you want to leverage the power of Scala and Spark to make sense of big data, this book is for you.The first part introduces you to Scala, helping you understand the object-oriented and functional programming concepts needed for Spark application development. It then moves on to Spark to cover the basic abstractions using RDD and DataFrame. This will help you develop scalable and fault-tolerant streaming applications by analyzing structured and unstructured data using SparkSQL, GraphX, and Spark structured streaming. Finally, the book moves on to some advanced topics, such as monitoring, configuration, debugging, testing, and deployment.You will also learn how to develop Spark applications using SparkR and PySpark APIs, interactive data analytics using Zeppelin, and in-memory data processing with Alluxio.By the end of this book, you will have a thorough understanding of Spark, and you will be able to perform full-stack data analytics with a feel that no amount of data is too big.

3958
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Scala: Applied Machine Learning. Master the art of Machine Learning in Scala

Patrick R. Nicolas, Alex Kozlov, Pascal Bugnion

This Learning Path aims to put the entire world of machine learning with Scala in front of you. Scala for Data Science, the first module in this course, is a tutorial guide that provides tutorials on some of the most common Scala libraries for data science, allowing you to quickly get up to speed building data science and data engineering solutions.The second course, Scala for Machine Learning guides you through the process of building AI applications with diagrams, formal mathematical notation, source code snippets, and useful tips. A review of the Akka framework and Apache Spark clusters concludes the tutorial.The next module, Mastering Scala Machine Learning, is the final step in this course. It will take your knowledge to next level and help you use the knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees.By the end of this course, you will be a master at Scala machine learning and have enough expertise to be able to build complex machine learning projects using Scala.This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:? Scala for Data Science, Pascal Bugnion? Scala for Machine Learning, Patrick Nicolas? Mastering Scala Machine Learning, Alex Kozlov

3959
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Scala Data Analysis Cookbook. Navigate the world of data analysis, visualization, and machine learning with over 100 hands-on Scala recipes

Arun Manivannan

This book will introduce you to the most popular Scala tools, libraries, and frameworks through practical recipes around loading, manipulating, and preparing your data. It will also help you explore and make sense of your data using stunning and insightfulvisualizations, and machine learning toolkits.Starting with introductory recipes on utilizing the Breeze and Spark libraries, get to grips withhow to import data from a host of possible sources and how to pre-process numerical, string, and date data. Next, you’ll get an understanding of concepts that will help you visualize data using the Apache Zeppelin and Bokeh bindings in Scala, enabling exploratory data analysis. iscover how to program quintessential machine learning algorithms using Spark ML library. Work through steps to scale your machine learning models and deploy them into a standalone cluster, EC2, YARN, and Mesos. Finally dip into the powerful options presented by Spark Streaming, and machine learning for streaming data, as well as utilizing Spark GraphX.

3960
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E-BOOK

Scala Design Patterns. Design modular, clean, and scalable applications by applying proven design patterns in Scala - Second Edition

Ivan Nikolov

Design patterns make developers’ lives easier by helping them write great software that is easy to maintain, runs efficiently, and is valuable to the company or people concerned. You’ll learn about the various features of Scala and will be able to apply well-known, industry-proven design patterns in your work. The book starts off by focusing on some of the most interesting and latest features of Scala while using practical real-world examples. We will be learning about IDE’s and Aspect Oriented Programming. We will be looking into different components in Scala. We will also cover the popular Gang of Four design patterns and show you how to incorporate functional patterns effectively. The book ends with a practical example that demonstrates how the presented material can be combined in real-life applications. You’ll learn the necessary concepts to build enterprise-grade applications. By the end of this book, you’ll have enough knowledge and understanding to quickly assess problems and come up with elegant solutions.

3961
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Scala Design Patterns. Write efficient, clean, and reusable code with Scala

Ivan Nikolov

Scala has become increasingly popular in many different IT sectors. The language is exceptionally feature-rich which helps developers write less code and get faster results. Design patterns make developer’s lives easier by helping them write great software that is easy to maintain, runs efficiently and is valuable to the company or people concerned.You will learn about the various features of Scala and be able to apply well-known, industry-proven design patterns in your work. The book starts off by focusing on some of the most interesting features of Scala while using practical real-world examples. We will also cover the popular Gang of Four design patterns and show you how to incorporate functional patterns effectively. By the end of this book, you will have enough knowledge and understanding to quickly assess problems and come up with elegant solutions.