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Learn Informatica in 24 Hours

Author : Alex Nordeen
Publisher : Guru99
ISBN 13 :
Total Pages : 204 pages
Book Rating : 4./5 ( download)

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Book Synopsis Learn Informatica in 24 Hours by : Alex Nordeen

Download or read book Learn Informatica in 24 Hours written by Alex Nordeen and published by Guru99. This book was released on 2020-10-31 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical step by step hand-on guide to learn and master Informatica. Informatica is widely used ETL tool and provided end to end data integration and management solution. This book introduces Informatica in detail. It provides a detailed step by step installation tutorial of Informatica. It teaches various activities like data cleansing, data profiling, transforming and scheduling the workflows from source to target in simple steps, etc. Here is what you will learn – Chapter 1: Introduction to Informatica Chapter 2: Informatica Architecture Tutorial Chapter 3: How to Download & Install Informatica PowerCenter Chapter 4: How to Configure Client and Repository in Informatica Chapter 5: Source Analyzer and Target Designer in Informatica Chapter 6: Mappings in Informatica: Create, Components, Parameter, Variable Chapter 7: Workflow in Informatica: Create, Task, Parameter, Reusable, Manager Chapter 8: Workflow Monitor in Informatica: Task & Gantt Chart View Examples Chapter 9: Debugger in Informatica: Session, Breakpoint, Verbose Data & Mapping Chapter 10: Session Properties in Informatica Chapter 11: Introduction to Transformations in Informatica and Filter Transformation Chapter 12: Source Qualifier Transformation in Informatica with EXAMPLE Chapter 13: Aggregator Transformation in Informatica with Example Chapter 14: Router Transformation in Informatica with EXAMPLE Chapter 15: Joiner Transformation in Informatica with EXAMPLE Chapter 16: Rank Transformation in Informatica with EXAMPLE Chapter 17: Sequence Transformation in Informatica with EXAMPLE Chapter 18: Transaction Control Transformation in Informatica with EXAMPLE Chapter 19: Lookup Transformation in Informatica & Re-usable Transformation Example Chapter 20: Normalizer Transformation in Informatica with EXAMPLE Chapter 21: Performance Tuning in Informatica ★★★Download Today ~ Free to Read for Kindle Unlimited Subscribers!★★★

Learning Informatica PowerCenter 10.x

Author : Rahul Malewar
Publisher : Packt Publishing Ltd
ISBN 13 : 1788474104
Total Pages : 420 pages
Book Rating : 4.7/5 (884 download)

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Book Synopsis Learning Informatica PowerCenter 10.x by : Rahul Malewar

Download or read book Learning Informatica PowerCenter 10.x written by Rahul Malewar and published by Packt Publishing Ltd. This book was released on 2017-08-10 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutions About This Book Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical approach. An ideal guide to building the necessary skills and competencies to become an expert Informatica PowerCenter developer. A comprehensive guide to fetching/transforming and loading huge volumes of data in a very effective way, with reduced resource consumption Who This Book Is For If you wish to deploy Informatica in enterprise environments and build a career in data warehousing, then this book is for you. Whether you are a software developer/analytic professional and are new to Informatica or an experienced user, you will learn all the features of Informatica 10.x. A basic knowledge of programming and data warehouse concepts is essential. What You Will Learn Install or upgrade the components of the Informatica PowerCenter tool Work on various aspects of administrative skills and on the various developer Informatica PowerCenter screens such as Designer, Workflow Manager, Workflow Monitor, and Repository Manager. Get practical hands-on experience of various sections of Informatica PowerCenter, such as navigator, toolbar, workspace, control panel, and so on Leverage basic and advanced utilities, such as the debugger, target load plan, and incremental aggregation to process data Implement data warehousing concepts such as schemas and SCDs using Informatica Migrate various components, such as sources and targets, to another region using the Designer and Repository Manager screens Enhance code performance using tips such as pushdown optimization and partitioning In Detail Informatica PowerCenter is an industry-leading ETL tool, known for its accelerated data extraction, transformation, and data management strategies. This book will be your quick guide to exploring Informatica PowerCenter's powerful features such as working on sources, targets, transformations, performance optimization, scheduling, deploying for processing, and managing your data at speed. First, you'll learn how to install and configure tools. You will learn to implement various data warehouse and ETL concepts, and use PowerCenter 10.x components to build mappings, tasks, workflows, and so on. You will come across features such as transformations, SCD, XML processing, partitioning, constraint-based loading, Incremental aggregation, and many more. Moreover, you'll also learn to deliver powerful visualizations for data profiling using the advanced monitoring dashboard functionality offered by the new version. Using data transformation technique, performance tuning, and the many new advanced features, this book will help you understand and process data for training or production purposes. The step-by-step approach and adoption of real-time scenarios will guide you through effectively accessing all core functionalities offered by Informatica PowerCenter version 10.x. Style and approach You'll get hand-on with sources, targets, transformations, performance optimization, scheduling, deploying for processing, and managing your data, and learn everything you need to become a proficient Informatica PowerCenter developer.

Learning Informatica PowerCenter 9.x

Author : Rahul Malewar
Publisher : Packt Publishing Ltd
ISBN 13 : 1782176497
Total Pages : 529 pages
Book Rating : 4.7/5 (821 download)

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Book Synopsis Learning Informatica PowerCenter 9.x by : Rahul Malewar

Download or read book Learning Informatica PowerCenter 9.x written by Rahul Malewar and published by Packt Publishing Ltd. This book was released on 2014-12-30 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you wish to deploy Informatica in enterprise environments and make a career in data warehousing, then this book is for you. Whether you are a developer who's new to Informatica or an experienced professional, you will learn all the features of Informatica. Basic knowledge of programming and data warehouse concepts is essential.

Learn Informatica in 1 Day

Author : Krishna Rungta
Publisher :
ISBN 13 : 9781522018926
Total Pages : 283 pages
Book Rating : 4.0/5 (189 download)

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Book Synopsis Learn Informatica in 1 Day by : Krishna Rungta

Download or read book Learn Informatica in 1 Day written by Krishna Rungta and published by . This book was released on 2017-08-04 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical step by step hand-on guide to learn and master Informatica. Informatica is widely used ETL tool and provided end to end data integration and management solution. This book introduces Informatica in detail. It provides a detailed step by step installation tutorial of Informatica. It teaches various activities like data cleansing, data profiling, transforming and scheduling the workflows from source to target in simple steps, etc. Here is what you will learn - Chapter 1: Introduction to Informatica Chapter 2: Informatica Architecture Tutorial Chapter 3: How to Download & Install Informatica PowerCenter Chapter 4: How to Configure Client and Repository in Informatica Chapter 5: Source Analyzer and Target Designer in Informatica Chapter 6: Mappings in Informatica: Create, Components, Parameter, Variable Chapter 7: Workflow in Informatica: Create, Task, Parameter, Reusable, Manager Chapter 8: Workflow Monitor in Informatica: Task & Gantt Chart View Examples Chapter 9: Debugger in Informatica: Session, Breakpoint, Verbose Data & Mapping Chapter 10: Session Properties in Informatica Chapter 11: Introduction to Transformations in Informatica and Filter Transformation Chapter 12: Source Qualifier Transformation in Informatica with EXAMPLE Chapter 13: Aggregator Transformation in Informatica with Example Chapter 14: Router Transformation in Informatica with EXAMPLE Chapter 15: Joiner Transformation in Informatica with EXAMPLE Chapter 16: Rank Transformation in Informatica with EXAMPLE Chapter 17: Sequence Transformation in Informatica with EXAMPLE Chapter 18: Transaction Control Transformation in Informatica with EXAMPLE Chapter 19: Lookup Transformation in Informatica & Re-usable Transformation Example Chapter 20: Normalizer Transformation in Informatica with EXAMPLE Chapter 21: Performance Tuning in Informatica ★★★Download Today ~ Free to Read for Kindle Unlimited Subscribers!★★★

Informatica Power Center

Author : Keshav Vadrevu
Publisher : CreateSpace
ISBN 13 : 9781499766738
Total Pages : 552 pages
Book Rating : 4.7/5 (667 download)

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Book Synopsis Informatica Power Center by : Keshav Vadrevu

Download or read book Informatica Power Center written by Keshav Vadrevu and published by CreateSpace. This book was released on 2014-06-18 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: PowerCenter - The Complete Reference is a one-stop guide for PowerCenter developers of all different levels: beginners, intermediate, advanced, expert an enterprise level. Step by step instructions with illustrations and about 100 screen shots guide you in learning every aspect of PowerCenter at your own pace. Start from the beginning or directly jump to a chapter to learn a specific aspect such as Web Services or XML. Learn PowerCenter or advance your PowerCenter skills at your own pace. Every part and chapter is uniquely designed around an aspect of the technology so that readers can pickup any specific chapter and learn it

Business Intelligence Demystified

Author : Anoop Kumar V K
Publisher : BPB Publications
ISBN 13 : 9391030084
Total Pages : 343 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Business Intelligence Demystified by : Anoop Kumar V K

Download or read book Business Intelligence Demystified written by Anoop Kumar V K and published by BPB Publications. This book was released on 2021-09-25 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clear your doubts about Business Intelligence and start your new journey KEY FEATURES ● Includes successful methods and innovative ideas to achieve success with BI. ● Vendor-neutral, unbiased, and based on experience. ● Highlights practical challenges in BI journeys. ● Covers financial aspects along with technical aspects. ● Showcases multiple BI organization models and the structure of BI teams. DESCRIPTION The book demystifies misconceptions and misinformation about BI. It provides clarity to almost everything related to BI in a simplified and unbiased way. It covers topics right from the definition of BI, terms used in the BI definition, coinage of BI, details of the different main uses of BI, processes that support the main uses, side benefits, and the level of importance of BI, various types of BI based on various parameters, main phases in the BI journey and the challenges faced in each of the phases in the BI journey. It clarifies myths about self-service BI and real-time BI. The book covers the structure of a typical internal BI team, BI organizational models, and the main roles in BI. It also clarifies the doubts around roles in BI. It explores the different components that add to the cost of BI and explains how to calculate the total cost of the ownership of BI and ROI for BI. It covers several ideas, including unconventional ideas to achieve BI success and also learn about IBI. It explains the different types of BI architectures, commonly used technologies, tools, and concepts in BI and provides clarity about the boundary of BI w.r.t technologies, tools, and concepts. The book helps you lay a very strong foundation and provides the right perspective about BI. It enables you to start or restart your journey with BI. WHAT YOU WILL LEARN ● Builds a strong conceptual foundation in BI. ● Gives the right perspective and clarity on BI uses, challenges, and architectures. ● Enables you to make the right decisions on the BI structure, organization model, and budget. ● Explains which type of BI solution is required for your business. ● Applies successful BI ideas. WHO THIS BOOK IS FOR This book is a must-read for business managers, BI aspirants, CxOs, and all those who want to drive the business value with data-driven insights. TABLE OF CONTENTS 1. What is Business Intelligence? 2. Why do Businesses need BI? 3. Types of Business Intelligence 4. Challenges in Business Intelligence 5. Roles in Business Intelligence 6. Financials of Business Intelligence 7. Ideas for Success with BI 8. Introduction to IBI 9. BI Architectures 10. Demystify Tech, Tools, and Concepts in BI

Sams Teach Yourself ADO .NET in 24 Hours

Author : Jason Lefebvre
Publisher : Sams Publishing
ISBN 13 : 9780672323836
Total Pages : 414 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Sams Teach Yourself ADO .NET in 24 Hours by : Jason Lefebvre

Download or read book Sams Teach Yourself ADO .NET in 24 Hours written by Jason Lefebvre and published by Sams Publishing. This book was released on 2002 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 24 easy lessons, learn the new object model to retrieve and work with data from multiple sources.

Artificial Neural Networks in Food Processing

Author : Mohamed Tarek Khadir
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110646056
Total Pages : 200 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Artificial Neural Networks in Food Processing by : Mohamed Tarek Khadir

Download or read book Artificial Neural Networks in Food Processing written by Mohamed Tarek Khadir and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-01-18 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Neural Networks (ANNs) is a powerful computational tool to mimic the learning process of the mammalian brain. This book gives a comprehensive overview of ANNs including an introduction to the topic, classifications of single neurons and neural networks, model predictive control and a review of ANNs used in food processing. Also, examples of ANNs in food processing applications such as pasteurization control are illustrated.

Learning Informatica PowerCenter 10. X - Second Edition

Author : Rahul Malewar
Publisher :
ISBN 13 : 9781788471220
Total Pages : 426 pages
Book Rating : 4.4/5 (712 download)

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Book Synopsis Learning Informatica PowerCenter 10. X - Second Edition by : Rahul Malewar

Download or read book Learning Informatica PowerCenter 10. X - Second Edition written by Rahul Malewar and published by . This book was released on 2017-08-10 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutionsAbout This Book* Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical approach.* An ideal guide to building the necessary skills and competencies to become an expert Informatica PowerCenter developer.* A comprehensive guide to fetching/transforming and loading huge volumes of data in a very effective way, with reduced resource consumptionWho This Book Is ForIf you wish to deploy Informatica in enterprise environments and build a career in data warehousing, then this book is for you. Whether you are a software developer/analytic professional and are new to Informatica or an experienced user, you will learn all the features of Informatica 10.x. A basic knowledge of programming and data warehouse concepts is essential.What You Will Learn* Install or upgrade the components of the Informatica PowerCenter tool* Work on various aspects of administrative skills and on the various developer Informatica PowerCenter screens such as Designer, Workflow Manager, Workflow Monitor, and Repository Manager.* Get practical hands-on experience of various sections of Informatica PowerCenter, such as navigator, toolbar, workspace, control panel, and so on* Leverage basic and advanced utilities, such as the debugger, target load plan, and incremental aggregation to process data* Implement data warehousing concepts such as schemas and SCDs using Informatica* Migrate various components, such as sources and targets, to another region using the Designer and Repository Manager screens* Enhance code performance using tips such as pushdown optimization and partitioningIn DetailInformatica PowerCenter is an industry-leading ETL tool, known for its accelerated data extraction, transformation, and data management strategies. This book will be your quick guide to exploring Informatica PowerCenter's powerful features such as working on sources, targets, transformations, performance optimization, scheduling, deploying for processing, and managing your data at speed.First, you'll learn how to install and configure tools. You will learn to implement various data warehouse and ETL concepts, and use PowerCenter 10.x components to build mappings, tasks, workflows, and so on. You will come across features such as transformations, SCD, XML processing, partitioning, constraint-based loading, Incremental aggregation, and many more. Moreover, you'll also learn to deliver powerful visualizations for data profiling using the advanced monitoring dashboard functionality offered by the new version.Using data transformation technique, performance tuning, and the many new advanced features, this book will help you understand and process data for training or production purposes. The step-by-step approach and adoption of real-time scenarios will guide you through effectively accessing all core functionalities offered by Informatica PowerCenter version 10.x.Style and approachYou'll get hand-on with sources, targets, transformations, performance optimization, scheduling, deploying for processing, and managing your data, and learn everything you need to become a proficient Informatica PowerCenter developer.

Data Management at Scale

Author : Piethein Strengholt
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492054739
Total Pages : 404 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Data Management at Scale by : Piethein Strengholt

Download or read book Data Management at Scale written by Piethein Strengholt and published by "O'Reilly Media, Inc.". This book was released on 2020-07-29 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: As data management and integration continue to evolve rapidly, storing all your data in one place, such as a data warehouse, is no longer scalable. In the very near future, data will need to be distributed and available for several technological solutions. With this practical book, you’ll learnhow to migrate your enterprise from a complex and tightly coupled data landscape to a more flexible architecture ready for the modern world of data consumption. Executives, data architects, analytics teams, and compliance and governance staff will learn how to build a modern scalable data landscape using the Scaled Architecture, which you can introduce incrementally without a large upfront investment. Author Piethein Strengholt provides blueprints, principles, observations, best practices, and patterns to get you up to speed. Examine data management trends, including technological developments, regulatory requirements, and privacy concerns Go deep into the Scaled Architecture and learn how the pieces fit together Explore data governance and data security, master data management, self-service data marketplaces, and the importance of metadata

Information and Software Technologies

Author : Giedre Dregvaite
Publisher : Springer
ISBN 13 : 3319247700
Total Pages : 616 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Information and Software Technologies by : Giedre Dregvaite

Download or read book Information and Software Technologies written by Giedre Dregvaite and published by Springer. This book was released on 2015-10-13 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 21th International Conference on Information and Software Technologies, ICIST 2015, held in Druskininkai, Lithuania, in October 2015. The 51 papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections on information systems; business intelligence for information and software systems; software engineering; information technology applications.

Computational Intelligence for Technology Enhanced Learning

Author : Fatos Xhafa
Publisher : Springer Science & Business Media
ISBN 13 : 3642112234
Total Pages : 259 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Computational Intelligence for Technology Enhanced Learning by : Fatos Xhafa

Download or read book Computational Intelligence for Technology Enhanced Learning written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2010-02-18 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-Learning has become one of the most wide spread ways of distance teaching and learning. Technologies such as Web, Grid, and Mobile and Wireless networks are pushing teaching and learning communities to find new and intelligent ways of using these technologies to enhance teaching and learning activities. Indeed, these new technologies can play an important role in increasing the support to teachers and learners, to shorten the time to learning and teaching; yet, it is necessary to use intelligent techniques to take advantage of these new technologies to achieve the desired support to teachers and learners and enhance learners’ performance in distributed learning environments. The chapters of this volume bring advances in using intelligent techniques for technology enhanced learning as well as development of e-Learning applications based on such techniques and supported by technology. Such intelligent techniques include clustering and classification for personalization of learning, intelligent context-aware techniques, adaptive learning, data mining techniques and ontologies in e-Learning systems, among others. Academics, scientists, software developers, teachers and tutors and students interested in e-Learning will find this book useful for their academic, research and practice activity.

Deep Learning for Medical Applications with Unique Data

Author : Deepak Gupta
Publisher : Academic Press
ISBN 13 : 0128241462
Total Pages : 258 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Deep Learning for Medical Applications with Unique Data by : Deepak Gupta

Download or read book Deep Learning for Medical Applications with Unique Data written by Deepak Gupta and published by Academic Press. This book was released on 2022-02-15 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning for Medical Applications with Unique Data informs readers about the most recent deep learning-based medical applications in which only unique data gathered in real cases are used. The book provides examples of how deep learning can be used in different problem areas and frameworks in both clinical and research settings, including medical image analysis, medical image registration, time series analysis, medical data synthesis, drug discovery, and pre-processing operations. The volume discusses not only positive findings, but also negative ones obtained by deep learning techniques, including the use of newly developed deep learning techniques rarely reported in the existing literature. The book excludes research works with ready data sets and includes only unique data use to better understand the state of deep learning in real-world cases, along with the feedback and user experiences from physicians and medical staff for applied deep learning-based solutions. Other applications presented in the book include hybrid solutions with deep learning support, disease diagnosis with deep learning focusing on rare diseases and cancer, patient care and treatment, genomics research, as well as research on robotics and autonomous systems. Introduces deep learning, demonstrating concepts for a wide variety of medical applications using unique data, excluding research with ready datasets Encompasses a wide variety of biomedical applications, including unsupervised learning, natural language processing, pattern recognition, image and video processing and disease diagnosis Provides a robust set of methods that will help readers appropriately and judiciously use the most suitable deep learning techniques for their applications

Information Modelling and Knowledge Bases XXVI

Author : B. Thalheim
Publisher : IOS Press
ISBN 13 : 1614994722
Total Pages : 484 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Information Modelling and Knowledge Bases XXVI by : B. Thalheim

Download or read book Information Modelling and Knowledge Bases XXVI written by B. Thalheim and published by IOS Press. This book was released on 2014-12-18 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the last three decades, information modelling and knowledge bases have become essential subjects, not only for academic communities related to information systems and computer science, but also for businesses where information technology is applied. This book presents the proceedings of EJC 2014, the 24th International Conference on Information Modelling and Knowledge Bases, held in Kiel, Germany, in June 2014. The main themes of the conference were: conceptual modelling, including modelling and specification languages, domain specific conceptual modelling, and validating and communicating conceptual models; knowledge and information modelling and discovery, including knowledge representation and knowledge management, advanced data mining and analysis methods, as well as information recognition and information modelling; linguistics modelling; cross-cultural communication and social computing; environmental modelling; and multimedia data modelling and systems, which includes modelling multimedia information and knowledge, content-based multimedia data management, content-based multimedia retrieval as well as privacy and context enhancing technologies. This book will be of interest to all those who wish to keep abreast of new developments in the field of information modelling and knowledge bases.

Enriching Teaching and Learning Environments With Contemporary Technologies

Author : Durnali, Mehmet
Publisher : IGI Global
ISBN 13 : 1799833852
Total Pages : 329 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Enriching Teaching and Learning Environments With Contemporary Technologies by : Durnali, Mehmet

Download or read book Enriching Teaching and Learning Environments With Contemporary Technologies written by Durnali, Mehmet and published by IGI Global. This book was released on 2020-02-07 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational technologies have revolutionized the learning and teaching environments. Offline/online applications and social media have changed the conventional learning and teaching habits and competencies. In terms of learners, it has been empirically proven that the use of educational technologies in the classroom make learning easier and more enjoyable. On the other hand, it also poses threats to students such as cyberbullying and online addiction. While exploiting the opportunities of technological use in the classroom, educators must also remain vigilant and formulate ways to overcome the challenges and risks brought by technology. Enriching Teaching and Learning Environments With Contemporary Technologies is an essential research publication that aims to present exemplary practices of technology use and their management in pedagogical purposes in learning and teaching environments. The book also analyzes problems that may arise and develops policies on educational technologies and the exploitation of technology with pedagogical purposes as part of the discussion to solve these challenges. Featuring a wide range of topics such as augmented reality, mass media, and religious education, this book is ideal for educators who want to use technology in class, educational administrators who have responsibilities for developing policies on educational technologies and managing the use of them, and researchers who want to carry out a deep investigation into the subject. Additionally, educational software developers, academicians, instructional designers, curriculum developers, education professionals, and students will also benefit from the research contained within the book.

Industrial Applications of Machine Learning

Author : Pedro Larrañaga
Publisher : CRC Press
ISBN 13 : 135112837X
Total Pages : 336 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Industrial Applications of Machine Learning by : Pedro Larrañaga

Download or read book Industrial Applications of Machine Learning written by Pedro Larrañaga and published by CRC Press. This book was released on 2018-12-12 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view. The book should be of special interest to researchers interested in real-world industrial problems. Features Describes the opportunities, challenges, issues, and trends offered by the fourth industrial revolution Provides a user-friendly introduction to machine learning with examples of cutting-edge applications in different industrial sectors Includes four case studies addressing real-world industrial problems solved with machine learning techniques A dedicated website for the book contains the datasets of the case studies for the reader's reproduction, enabling the groundwork for future problem-solving Uses of three of the most widespread software and programming languages within the engineering and data science communities, namely R, Python, and Weka

Architecting Data and Machine Learning Platforms

Author : Marco Tranquillin
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098151585
Total Pages : 361 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Architecting Data and Machine Learning Platforms by : Marco Tranquillin

Download or read book Architecting Data and Machine Learning Platforms written by Marco Tranquillin and published by "O'Reilly Media, Inc.". This book was released on 2023-10-12 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks. Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle from ingestion to activation in a cloud environment using real-world enterprise architectures. You'll learn how to transform, secure, and modernize familiar solutions like data warehouses and data lakes, and you'll be able to leverage recent AI/ML patterns to get accurate and quicker insights to drive competitive advantage. You'll learn how to: Design a modern and secure cloud native or hybrid data analytics and machine learning platform Accelerate data-led innovation by consolidating enterprise data in a governed, scalable, and resilient data platform Democratize access to enterprise data and govern how business teams extract insights and build AI/ML capabilities Enable your business to make decisions in real time using streaming pipelines Build an MLOps platform to move to a predictive and prescriptive analytics approach