Implementing Machine Learning With Sap Hana

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Implementing Machine Learning with SAP S/4HANA

Siar Sarferaz,Raghu Banda
Implementing Machine Learning with SAP S 4HANA Book PDF

Author : Siar Sarferaz,Raghu Banda
Publisher : SAP PRESS
Page : 408 pages
File Size : 52,7 Mb
Release : 2020
Category : Computers
ISBN : 149322011X

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Implementing Machine Learning with SAP S/4HANA by Siar Sarferaz,Raghu Banda Pdf

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

Implementing Machine Learning with SAP HANA

Adeel Hashmi
Implementing Machine Learning with SAP HANA Book PDF

Author : Adeel Hashmi
Publisher : Unknown
Page : 128 pages
File Size : 46,7 Mb
Release : 2019
Category : Computer simulation
ISBN : OCLC:1127055595

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Implementing Machine Learning with SAP HANA by Adeel Hashmi Pdf

With this book, you’ll learn about the algorithms, platforms, and SAP solutions that will underpin your application.

Machine Learning with SAP

Laboni Bhowmik,Avijit Dhar,Ranajay Mukherjee
Machine Learning with SAP Book PDF

Author : Laboni Bhowmik,Avijit Dhar,Ranajay Mukherjee
Publisher : SAP PRESS
Page : 550 pages
File Size : 52,8 Mb
Release : 2020
Category : Computers
ISBN : 149321926X

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Machine Learning with SAP by Laboni Bhowmik,Avijit Dhar,Ranajay Mukherjee Pdf

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

SAP Data Intelligence

Dharma Teja Atluri,Devraj Bardhan,Santanu Ghosh,Snehasish Ghosh,Arindom Saha
SAP Data Intelligence Book PDF

Author : Dharma Teja Atluri,Devraj Bardhan,Santanu Ghosh,Snehasish Ghosh,Arindom Saha
Publisher : SAP PRESS
Page : 783 pages
File Size : 41,9 Mb
Release : 2021
Category : Computers
ISBN : 1493221620

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SAP Data Intelligence by Dharma Teja Atluri,Devraj Bardhan,Santanu Ghosh,Snehasish Ghosh,Arindom Saha Pdf

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

Denys Van Kempen
SAP HANA 2 0 Book PDF

Author : Denys Van Kempen
Publisher : SAP PRESS
Page : 438 pages
File Size : 48,9 Mb
Release : 2019
Category : Computers
ISBN : 1493218387

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SAP HANA 2.0 by Denys Van Kempen Pdf

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

Computational Learning Approaches to Data Analytics in Biomedical Applications

Khalid Al-Jabery,Tayo Obafemi-Ajayi,Gayla Olbricht,Donald Wunsch
Computational Learning Approaches to Data Analytics in Biomedical Applications Book PDF

Author : Khalid Al-Jabery,Tayo Obafemi-Ajayi,Gayla Olbricht,Donald Wunsch
Publisher : Academic Press
Page : 312 pages
File Size : 52,7 Mb
Release : 2019-11-20
Category : Technology & Engineering
ISBN : 9780128144831

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Computational Learning Approaches to Data Analytics in Biomedical Applications by Khalid Al-Jabery,Tayo Obafemi-Ajayi,Gayla Olbricht,Donald Wunsch Pdf

Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained. Includes an overview of data analytics in biomedical applications and current challenges Updates on the latest research in supervised learning algorithms and applications, clustering algorithms and cluster validation indices Provides complete coverage of computational and statistical analysis tools for biomedical data analysis Presents hands-on training on the use of Python libraries, MATLAB® tools, WEKA, SAP-HANA and R/Bioconductor

SAP S/4HANA Embedded Analytics

Jürgen Butsmann,Thomas Fleckenstein,Anirban Kundu
SAP S 4HANA Embedded Analytics Book PDF

Author : Jürgen Butsmann,Thomas Fleckenstein,Anirban Kundu
Publisher : SAP PRESS
Page : 432 pages
File Size : 52,5 Mb
Release : 2021
Category : Computers
ISBN : 1493220500

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SAP S/4HANA Embedded Analytics by Jürgen Butsmann,Thomas Fleckenstein,Anirban Kundu Pdf

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

Practical Data Science with SAP

Greg Foss,Paul Modderman
Practical Data Science with SAP Book PDF

Author : Greg Foss,Paul Modderman
Publisher : O'Reilly Media
Page : 333 pages
File Size : 41,5 Mb
Release : 2019-09-18
Category : Computers
ISBN : 9781492046417

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Practical Data Science with SAP by Greg Foss,Paul Modderman Pdf

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

ABAP Development for SAP HANA

Hermann Gahm,Thorsten Schneider,Christiaan Swanepoel,Eric Westenberger
ABAP Development for SAP HANA Book PDF

Author : Hermann Gahm,Thorsten Schneider,Christiaan Swanepoel,Eric Westenberger
Publisher : SAP PRESS
Page : 0 pages
File Size : 43,7 Mb
Release : 2016
Category : ABAP/4 (Computer program language)
ISBN : 1493213040

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ABAP Development for SAP HANA by Hermann Gahm,Thorsten Schneider,Christiaan Swanepoel,Eric Westenberger Pdf

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

SAP HANA Advanced Data Modeling

Anil Babu Ankisettipalli,Hansen Chen,Pranav Wankawala
SAP HANA Advanced Data Modeling Book PDF

Author : Anil Babu Ankisettipalli,Hansen Chen,Pranav Wankawala
Publisher : SAP PRESS
Page : 0 pages
File Size : 52,6 Mb
Release : 2015-11-19
Category : Computer simulation
ISBN : 1493212362

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SAP HANA Advanced Data Modeling by Anil Babu Ankisettipalli,Hansen Chen,Pranav Wankawala Pdf

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.

IBM PowerAI: Deep Learning Unleashed on IBM Power Systems Servers

Dino Quintero,Bing He,Bruno C. Faria,Alfonso Jara,Chris Parsons,Shota Tsukamoto,Richard Wale,IBM Redbooks
IBM PowerAI Deep Learning Unleashed on IBM Power Systems Servers Book PDF

Author : Dino Quintero,Bing He,Bruno C. Faria,Alfonso Jara,Chris Parsons,Shota Tsukamoto,Richard Wale,IBM Redbooks
Publisher : IBM Redbooks
Page : 278 pages
File Size : 45,7 Mb
Release : 2019-06-05
Category : Computers
ISBN : 9780738442945

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IBM PowerAI: Deep Learning Unleashed on IBM Power Systems Servers by Dino Quintero,Bing He,Bruno C. Faria,Alfonso Jara,Chris Parsons,Shota Tsukamoto,Richard Wale,IBM Redbooks Pdf

This IBM® Redbooks® publication is a guide about the IBM PowerAI Deep Learning solution. This book provides an introduction to artificial intelligence (AI) and deep learning (DL), IBM PowerAI, and components of IBM PowerAI, deploying IBM PowerAI, guidelines for working with data and creating models, an introduction to IBM SpectrumTM Conductor Deep Learning Impact (DLI), and case scenarios. IBM PowerAI started as a package of software distributions of many of the major DL software frameworks for model training, such as TensorFlow, Caffe, Torch, Theano, and the associated libraries, such as CUDA Deep Neural Network (cuDNN). The IBM PowerAI software is optimized for performance by using the IBM Power SystemsTM servers that are integrated with NVLink. The AI stack foundation starts with servers with accelerators. graphical processing unit (GPU) accelerators are well-suited for the compute-intensive nature of DL training, and servers with the highest CPU to GPU bandwidth, such as IBM Power Systems servers, enable the high-performance data transfer that is required for larger and more complex DL models. This publication targets technical readers, including developers, IT specialists, systems architects, brand specialist, sales team, and anyone looking for a guide about how to understand the IBM PowerAI Deep Learning architecture, framework configuration, application and workload configuration, and user infrastructure.

Learning SAP Analytics Cloud

Riaz Ahmed
Learning SAP Analytics Cloud Book PDF

Author : Riaz Ahmed
Publisher : Packt Publishing Ltd
Page : 420 pages
File Size : 45,9 Mb
Release : 2017-07-10
Category : Computers
ISBN : 9781788291842

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Learning SAP Analytics Cloud by Riaz Ahmed Pdf

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 S/4HANA

Axel Baumgartl,Devraj Bardhan,Nga-Sze Choi,Mark Dudgeon,Piotr Górecki,Asidhara Lahiri,Bert Meijerink,Andrew Worsley-Tonks
SAP S 4HANA Book PDF

Author : Axel Baumgartl,Devraj Bardhan,Nga-Sze Choi,Mark Dudgeon,Piotr Górecki,Asidhara Lahiri,Bert Meijerink,Andrew Worsley-Tonks
Publisher : SAP PRESS
Page : 648 pages
File Size : 54,6 Mb
Release : 2021
Category : Computers
ISBN : 1493220551

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SAP S/4HANA by Axel Baumgartl,Devraj Bardhan,Nga-Sze Choi,Mark Dudgeon,Piotr Górecki,Asidhara Lahiri,Bert Meijerink,Andrew Worsley-Tonks Pdf

"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!"--

Implementing SAP HANA

Jonathan Haun,Don Loden,Chris Hickman,Roy Wells
Implementing SAP HANA Book PDF

Author : Jonathan Haun,Don Loden,Chris Hickman,Roy Wells
Publisher : SAP PRESS
Page : 837 pages
File Size : 52,7 Mb
Release : 2013
Category : Business enterprises
ISBN : 1592298567

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Implementing SAP HANA by Jonathan Haun,Don Loden,Chris Hickman,Roy Wells Pdf

Implement SAP HANA as a standalone data warehouse Integrate SAP Data Services and the SAP BusinessObjects BI tools with SAP HANA Benefit from step-by-step instructions, technical details, and downloadable data for every step In the new SAP HANA era, processes that once took weeks now take days, hours, or even minutes. Truly take advantage of this bold jump forward with this resource for a standalone SAP HANA implementation. Master data loading with SAP Data Services, data modeling in SAP HANA, and then SAP HANA integration with SAP BusinessObjects BI for reporting and analytics. From general concepts to specific implementation steps and a real-world case study, this book offers the practical details about implementing SAP HANA that will shift your system into high gear. Data Storage See how SAP HANA has fundamentally changed data storage with column store tables that improve compression and, consequently, performance. SAP Data Services Avoid fast trash. Preprovision your data using source system analysis, profiling tools, and mapping to load high-quality data into SAP HANA.SAP HANA Studio Dive into SAP HANA-specific data modelling components like the attribute, analytic, and calculation views that produce quality multidimensional models. Connecting SAP HANA with BI Deliver sophisticated data visualization and analysis by integrating SAP BusinessObjects Design Studio, SAP Lumira, SAP Predictive Analysis, and more with SAP HANA. Hands-On Case Study Take SAP HANA for a test drive. Download the data for the fictitious AdventureWorks Cycle Company s implementation and follow along every step of the way. Highlights Source system analysis SAP Data Services Analytic, attribute, and calculation views SAP HANA Studio Columnar database technology Denormalization Information Design Tool SAP Information Steward SAP Predictive Analysis SAP BusinessObjects BI toolset SAP Lumira

SAP HANA on IBM Power Systems: High Availability and Disaster Recovery Implementation Updates

Dino Quintero,Luis Bolinches,Rodrigo Ceron,Mike Heino,John Wright,IBM Redbooks
SAP HANA on IBM Power Systems High Availability and Disaster Recovery Implementation Updates Book PDF

Author : Dino Quintero,Luis Bolinches,Rodrigo Ceron,Mike Heino,John Wright,IBM Redbooks
Publisher : IBM Redbooks
Page : 186 pages
File Size : 40,8 Mb
Release : 2019-07-16
Category : Computers
ISBN : 9780738457857

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SAP HANA on IBM Power Systems: High Availability and Disaster Recovery Implementation Updates by Dino Quintero,Luis Bolinches,Rodrigo Ceron,Mike Heino,John Wright,IBM Redbooks Pdf

This IBM® Redbooks® publication updates Implementing High Availability and Disaster Recovery Solutions with SAP HANA on IBM Power Systems, REDP-5443 with the latest technical content that describes how to implement an SAP HANA on IBM Power SystemsTM high availability (HA) and disaster recovery (DR) solution by using theoretical knowledge and sample scenarios. This book describes how all the pieces of the reference architecture work together (IBM Power Systems servers, IBM Storage servers, IBM SpectrumTM Scale, IBM PowerHA® SystemMirror® for Linux, IBM VM Recovery Manager DR for Power Systems, and Linux distributions) and demonstrates the resilience of SAP HANA with IBM Power Systems servers. This publication is for architects, brand specialists, distributors, resellers, and anyone developing and implementing SAP HANA on IBM Power Systems integration, automation, HA, and DR solutions. This publication provides documentation to transfer the how-to-skills to the technical teams, and documentation to the sales team.