Machine Learning With Sap

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Machine Learning with SAP

Author : Laboni Bhowmik
Publisher : SAP PRESS
ISBN 13 : 9781493219261
Total Pages : 550 pages
Book Rating : 4.2/5 (192 download)

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Book Synopsis Machine Learning with SAP by : Laboni Bhowmik

Download or read book Machine Learning with SAP written by Laboni Bhowmik and published by SAP PRESS. This book was released on 2020 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work smarter with machine learning! Begin with core machine learning concepts--types of learning, algorithms, data preparation, and more. Then use SAP Data Intelligence, SAP HANA, and other technologies to create your own machine learning applications. Master the SAP HANA Predictive Analysis Library (PAL) and machine learning functional and business services to train and deploy models. Finally, see machine learning in action in industries from manufacturing to banking. a. Foundation Build your understanding of probability concepts and algorithms that drive machine learning. See how linear regression, classification, and cluster analysis algorithms work, before plugging them into your very own machine learning app! b. Development Follow step-by-step instructions to gather and prepare data, create machine learning models, train and fine-tune models, and deploy your final app, all using SAP HANA and SAP Data Intelligence. c. Platforms Use built-in SAP HANA libraries to create applications that consume machine learning algorithms or integrate with the R language for additional statistical capabilities. Work with the SAP Leonardo functional services to customize and embed pre-trained models into applications or bring your own model with the help of Google TensorFlow. 1) Development 2) Retraining 3) Implementation 4) SAP Data Intelligence 5) SAP HANA predictive analysis library 6) SAP HANA extended machine learning library 7) SAP HANA automated predictive library 8) Google TensorFlow 9) Embedded machine learning 10) SAP Conversational AI 11) SAP Analytics Cloud Smart Predict

Implementing Machine Learning with SAP S/4HANA

Author : Siar Sarferaz
Publisher : SAP PRESS
ISBN 13 : 9781493220113
Total Pages : 408 pages
Book Rating : 4.2/5 (21 download)

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Book Synopsis Implementing Machine Learning with SAP S/4HANA by : Siar Sarferaz

Download or read book Implementing Machine Learning with SAP S/4HANA written by Siar Sarferaz and published by SAP PRESS. This book was released on 2020 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Put machine learning to work in SAP S/4HANA! Get started by reviewing your available tools and implementation options. Then, learn how to set up services, train models, and manage applications. Discover how machine learning is implemented in key lines of business, from finance to sales. With details on extensibility and related SAP Cloud Platform services, you'll find everything you need to make the most of machine learning! In this book, you'll learn about: a. Tools and Technologies Get to know the machine learning toolkit you can use to consume models: SAP HANA, SAP Cloud Platform, SAP Analytics Cloud, SAP Intelligent Robotic Process Automation, and more. b. Technical Implementation Perform the technical setup in SAP S/4HANA. Learn how to implement key services, train machine learning models, and manage applications, from data integration to user interface design. c. Business Implementation See how machine learning improves your lines of business. Explore machine learning in SAP S/4HANA business processes for finance, procurement, sales, inventory, and more. Highlights Include: 1) Predictive analytics 2) Predictive intelligence 3) Tools and technologies 4) Architecture 5) Embedded services 6) Technical implementation 7) Business implementation 8) Extensibility 9) SAP HANA 10) SAP Cloud Platform 11) SAP Analytics Cloud

Practical Data Science with SAP

Author : Greg Foss
Publisher : O'Reilly Media
ISBN 13 : 1492046418
Total Pages : 333 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Practical Data Science with SAP by : Greg Foss

Download or read book Practical Data Science with SAP written by Greg Foss and published by O'Reilly Media. This book was released on 2019-09-18 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to fuse today's data science tools and techniques with your SAP enterprise resource planning (ERP) system. With this practical guide, SAP veterans Greg Foss and Paul Modderman demonstrate how to use several data analysis tools to solve interesting problems with your SAP data. Data engineers and scientists will explore ways to add SAP data to their analysis processes, while SAP business analysts will learn practical methods for answering questions about the business. By focusing on grounded explanations of both SAP processes and data science tools, this book gives data scientists and business analysts powerful methods for discovering deep data truths. You'll explore: Examples of how data analysis can help you solve several SAP challenges Natural language processing for unlocking the secrets in text Data science techniques for data clustering and segmentation Methods for detecting anomalies in your SAP data Data visualization techniques for making your data come to life

Learning SAP Analytics Cloud

Author : Riaz Ahmed
Publisher : Packt Publishing Ltd
ISBN 13 : 1788291840
Total Pages : 414 pages
Book Rating : 4.7/5 (882 download)

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Book Synopsis Learning SAP Analytics Cloud by : Riaz Ahmed

Download or read book Learning SAP Analytics Cloud written by Riaz Ahmed and published by Packt Publishing Ltd. This book was released on 2017-07-10 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Start making better business decisions backed by data About This Book Predict new opportunities and risks in a few mouse clicks Eliminate complexity with tools that let you plan, analyze, and collaborate in context—in real time Discover, visualize, plan, and predict in a single product with agile BI tools Who This Book Is For This book targets IT professionals, business analysts, BI developers, managers, newcomers to SAP Analytics Cloud, and ultimately anyone who wants to learn from self-paced, professional guidance and needs a solid foundation in SAP Analytics Cloud. What You Will Learn A clear understanding of SAP Analytics Cloud platform Create data models using different data sources, including Excel and text files . Present professional analyses using different types of charts, tables, geo maps, and more Using stories, drill up and down instantly to analyze data from various angles Share completed stories with other team members or compile them in SAP Digital Boardroom agendas for presentation to major stakeholders Export the results of a story to a PDF file Save time by planning, analyzing, predicting, and collaborating in context Discover, visualize, plan, and predict in one product as opposed to separate solutions In Detail The book starts with the basics of SAP Analytics Cloud (formerly known as SAP BusinessObjects Cloud) and exposes almost every significant feature a beginner needs to master. Packed with illustrations and short, essential, to-the-point descriptions, the book provides a unique learning experience. Your journey of exploration starts with a basic introduction to the SAP Analytics Cloud platform. You will then learn about different segments of the product, such as Models, Stories, Digital Boardroom, and so on. Then, you are introduced to the product's interface: the Home screen, the main menu, and more. Then comes the hands-on aspect of the book, which starts with model creation. Next, you learn how to utilize a model to prepare different types of stories(reports) with the help of charts, tables, Geo Maps, and more. In the final chapters of this book, you will learn about Digital Boardroom, Collaboration, and Administration. Style and approach The easy-to-follow visual instructions provided in this book help business users and report developers create simple and complex stories (reports) quickly

SAP Data Intelligence

Author : Dharma Teja Atluri
Publisher : SAP PRESS
ISBN 13 : 9781493221622
Total Pages : 783 pages
Book Rating : 4.2/5 (216 download)

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Book Synopsis SAP Data Intelligence by : Dharma Teja Atluri

Download or read book SAP Data Intelligence written by Dharma Teja Atluri and published by SAP PRESS. This book was released on 2021 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manage your data landscape with SAP Data Intelligence! Begin by understanding its architecture and capabilities and then see how to set up and install SAP Data Intelligence with step-by-step instructions. Walk through SAP Data Intelligence applications and learn how to use them for data governance, orchestration, and machine learning. Integrate with ABAP-based systems, SAP Vora, SAP Analytics Cloud, and more. Manage, secure, and operate SAP Data Intelligence with this all-in-one guide!In this book, you'll learn about:a. Configuration Build your SAP Data Intelligence landscape! Use SAP Cloud Appliance Library for cloud deployment, including provisioning, sizing, and accessing the launchpad. Perform on-premise installations using tools like the maintenance planner. b. Capabilities Put the core capabilities of SAP Data Intelligence to work! Manage and govern your data with the metadata explorer, use the modeler application to create data processing pipelines, create apps with the Jupyter Notebook, and more. c. Integration and Administration Integrate, manage, and operate SAP Data Intelligence! Get step-by-step instructions for integration with SAP and non-SAP systems. Learn about key administration tasks and make sure your landscape is secure and running smoothly. Highlights include:1) Configuration and installation2) Data governance3) Data processing pipelines4) Docker images5) ML Scenario Manager6) Jupyter Notebook7) Python SDK8) Integration9) Administration10) Security11) Application lifecycle management12) Use cases

SAP HANA 2.0

Author : Denys Van Kempen
Publisher : SAP PRESS
ISBN 13 : 9781493218387
Total Pages : 438 pages
Book Rating : 4.2/5 (183 download)

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Book Synopsis SAP HANA 2.0 by : Denys Van Kempen

Download or read book SAP HANA 2.0 written by Denys Van Kempen and published by SAP PRESS. This book was released on 2019 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enter the fast-paced world of SAP HANA 2.0 with this introductory guide. Begin with an exploration of the technological backbone of SAP HANA as a database and platform. Then, step into key SAP HANA user roles and discover core capabilities for administration, application development, advanced analytics, security, data integration, and more. No matter how SAP HANA 2.0 fits into your business, this book is your starting point. In this book, you'll learn about: a. Technology Discover what makes an in-memory database platform. Learn about SAP HANA's journey from version 1.0 to 2.0, take a tour of your technology options, and walk through deployment scenarios and implementation requirements. b. Tools Unpack your SAP HANA toolkit. See essential tools in action, from SAP HANA cockpit and SAP HANA studio, to the SAP HANA Predictive Analytics Library and SAP HANA smart data integration. c. Key Roles Understand how to use SAP HANA as a developer, administrator, data scientist, data center architect, and more. Explore key tasks like backend programming with SQLScript, security setup with roles and authorizations, data integration with the SAP HANA Data Management Suite, and more. Highlights include: 1) Architecture 2) Administration 3) Application development 4) Analytics 5) Security 6) Data integration 7) Data architecture 8) Data center

SAP Leonardo

Author : Pierre Erasmus
Publisher : SAP PRESS
ISBN 13 : 9781493217847
Total Pages : 0 pages
Book Rating : 4.2/5 (178 download)

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Book Synopsis SAP Leonardo by : Pierre Erasmus

Download or read book SAP Leonardo written by Pierre Erasmus and published by SAP PRESS. This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide to SAP Leonardo shows you how new technologies from machine learning to blockchain intersect with existing processes to transform your business. --

SAP S/4HANA Embedded Analytics

Author : Jürgen Butsmann
Publisher : SAP PRESS
ISBN 13 : 9781493220502
Total Pages : 432 pages
Book Rating : 4.2/5 (25 download)

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Book Synopsis SAP S/4HANA Embedded Analytics by : Jürgen Butsmann

Download or read book SAP S/4HANA Embedded Analytics written by Jürgen Butsmann and published by SAP PRESS. This book was released on 2021 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meet your BI needs with SAP S/4HANA embedded analytics! Explore the system architecture and data model and learn how to perform analytics on live transactional data. Business user? Walk step-by-step through SAP Smart Business KPIs, dashboards, and multidimensional reporting. Analytics specialist? Master the virtual data model and report creation. Jack of all trades? Create CDS views, apply custom fields and logic, and learn to integrate SAP S/4HANA with SAP Analytics Cloud. This is your complete guide to SAP S/4HANA embedded analytics! Highlights include: 1) Architecture 2) Virtual data model (VDM) 3) CDS views 4) SAP Fiori apps 5) SAP Smart Business 6) Key performance indicators (KPIs) 7) Dashboards 8) Reporting 9) Data warehousing 10) SAP Analytics Cloud 11) Machine learning

Building Machine Learning Pipelines

Author : Hannes Hapke
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492053147
Total Pages : 358 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Building Machine Learning Pipelines by : Hannes Hapke

Download or read book Building Machine Learning Pipelines written by Hannes Hapke and published by "O'Reilly Media, Inc.". This book was released on 2020-07-13 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus on developing new models rather than maintaining legacy systems. Data scientists, machine learning engineers, and DevOps engineers will discover how to go beyond model development to successfully productize their data science projects, while managers will better understand the role they play in helping to accelerate these projects. Understand the steps to build a machine learning pipeline Build your pipeline using components from TensorFlow Extended Orchestrate your machine learning pipeline with Apache Beam, Apache Airflow, and Kubeflow Pipelines Work with data using TensorFlow Data Validation and TensorFlow Transform Analyze a model in detail using TensorFlow Model Analysis Examine fairness and bias in your model performance Deploy models with TensorFlow Serving or TensorFlow Lite for mobile devices Learn privacy-preserving machine learning techniques

SAP HANA Cookbook

Author : Chandrasekhar Mankala
Publisher : Packt Publishing Ltd
ISBN 13 : 1782177639
Total Pages : 368 pages
Book Rating : 4.7/5 (821 download)

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Book Synopsis SAP HANA Cookbook by : Chandrasekhar Mankala

Download or read book SAP HANA Cookbook written by Chandrasekhar Mankala and published by Packt Publishing Ltd. This book was released on 2013-12-24 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easy-to-understand guide, covering topics using practical scenarios and live examples, and answering all possible questions. If you are a solution architect, developer, modeler, sales leader, business transformation managers, directors, COO, or CIO; this book is perfect for you. If you are interested in other technologies and want to jump-start into SAP, this book gives you the chance to learn SAP HANA. Basic knowledge of RDBMS concepts enough is to get you started.

SAP Bw/4hana 2.0

Author : Thorsten Lüdtke
Publisher : SAP PRESS
ISBN 13 : 9781493216352
Total Pages : 700 pages
Book Rating : 4.2/5 (163 download)

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Book Synopsis SAP Bw/4hana 2.0 by : Thorsten Lüdtke

Download or read book SAP Bw/4hana 2.0 written by Thorsten Lüdtke and published by SAP PRESS. This book was released on 2021-01-26 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Ready for SAP BW/4HANA 2.0? This comprehensive guide will teach you all there is to know about the next generation business warehouse from SAP! Start with a fresh installation or migrate from an existing system. Then understand the new architecture, explore administration tasks with SAP HANA Studio, learn to model and analyze data, and find out how to connect to frontend BI tools"--

Introducing SAP Intelligent Robotic Process Automation

Author : Dwayne Desylvia
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (118 download)

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Book Synopsis Introducing SAP Intelligent Robotic Process Automation by : Dwayne Desylvia

Download or read book Introducing SAP Intelligent Robotic Process Automation written by Dwayne Desylvia and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: With this book, see what SAP Intelligent Robotic Process Automation has to offer! --

SAP S/4HANA

Author : Axel Baumgartl
Publisher : SAP PRESS
ISBN 13 : 9781493220557
Total Pages : 648 pages
Book Rating : 4.2/5 (25 download)

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Book Synopsis SAP S/4HANA by : Axel Baumgartl

Download or read book SAP S/4HANA written by Axel Baumgartl and published by SAP PRESS. This book was released on 2021 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Interested in what SAP S/4HANA has to offer? Find out with this big-picture guide! Take a tour of SAP S/4HANA functionality for your key lines of business: finance, manufacturing, supply chain, sales, and more. Preview SAP S/4HANA's architecture, and discover your options for reporting, extensions, and adoption. With insights into the latest intelligent technologies, this is your all-in-one SAP S/4HANA starting point!"--

ABAP Development for SAP HANA

Author : Hermann Gahm
Publisher : SAP PRESS
ISBN 13 : 9781493213047
Total Pages : 0 pages
Book Rating : 4.2/5 (13 download)

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Book Synopsis ABAP Development for SAP HANA by : Hermann Gahm

Download or read book ABAP Development for SAP HANA written by Hermann Gahm and published by SAP PRESS. This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: See how SAP HANA has changed ABAP Whether you're studying for certification or just want to see what's new, you can learn to design simple and advanced SAP HANA applications with ABAP by using this comprehensive guide. Learn to enable code pushdown, use new Open SQL enhancements and CDS views, and integrate native SAP HANA objects. Use detailed programming examples to develop database procedures and optimize your applications. You'll be programming for SAP HANA in no time Basic Principles Explore essential SAP HANA principles like in-memory technology and architecture, the SAP Web IDE, and AS ABAP database programming. Advanced Techniques Learn to use tools like InfoProviders, EasyQuery Interface, and the Application Function Modeler for SAP HANA. Discover how to integrate geographical data from SAP HANA in ABAP programs. Optimizing Existing Applications Get step-by-step instructions to help you optimize existing ABAP applications, and learn how to speed up applications with SAP HANA. Highlights: Code pushdown SAP Web IDE Eclipse CDS views SQLScript Native SAP HANA object integration Open SQL enhancements Geo-information Text searches Error analysis

ABAP RESTful Programming Model

Author : Stefan Haas
Publisher : SAP PRESS
ISBN 13 : 9781493219032
Total Pages : 563 pages
Book Rating : 4.2/5 (19 download)

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Book Synopsis ABAP RESTful Programming Model by : Stefan Haas

Download or read book ABAP RESTful Programming Model written by Stefan Haas and published by SAP PRESS. This book was released on 2019 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: You've worked with ABAP, SAP Fiori, and OData--now see how these technologies and more come together in the ABAP RESTful programming model! Build on your expertise to create cloud-ready applications for SAP S/4HANA and deploy applications to the SAP Fiori launchpad. Manage applications with Git version control, automated testing, and continuous integration. Make the new model work for you! 1) ABAP RESTful programming model 2) End-to-end development 3) SAP S/4HANA 4) SAP Fiori Elements 5) Business objects 6) Deployment 7) Core data services (CDS) 8) OData services 9) Automated testing 10) Continuous integration 11) SAP Cloud Platform a. ABAP RESTful Programming Model Develop web-based SAP HANA-optimized ABAP applications for SAP S/4HANA. Master the new ABAP RESTful programming model, from queries, business objects, and business services, to its relationship to SAP Fiori and SAP Gateway. b. SAP Fiori Elements and Freestyle Applications Get the step-by-step instructions you need to create list reports, overview pages, analytical list pages, and freestyle applications. See how the ABAP RESTful programming model incorporates core data services, business object behaviors, OData, and more. c. Deployment and Operations Once your applications are developed, deploy them to the SAP Fiori launchpad. Implement Git version control, automated backend and frontend testing, and continuous integration.

SAP C/4HANA

Author : Sanjjeev K. Singh
Publisher : SAP PRESS
ISBN 13 : 9781493218097
Total Pages : 375 pages
Book Rating : 4.2/5 (18 download)

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Book Synopsis SAP C/4HANA by : Sanjjeev K. Singh

Download or read book SAP C/4HANA written by Sanjjeev K. Singh and published by SAP PRESS. This book was released on 2019 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt:

SAP HANA Advanced Data Modeling

Author : Anil Babu Ankisettipalli
Publisher : SAP PRESS
ISBN 13 : 9781493212361
Total Pages : 0 pages
Book Rating : 4.2/5 (123 download)

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Book Synopsis SAP HANA Advanced Data Modeling by : Anil Babu Ankisettipalli

Download or read book SAP HANA Advanced Data Modeling written by Anil Babu Ankisettipalli and published by SAP PRESS. This book was released on 2015-11-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: If youre looking to move past the SAP HANA basics and get knee-deep into some real data model design, youve come to the right place. With step-by-step instructions and sample coding, this book will teach you how to build and design predictive, simulation, and optimization models. From information views to AFL models, youll learn to scale for large datasets and performance-tune your models to perfection.