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Enabling Data

A New Model for Data-Driven Success in Your Organization

by David Castro-Gavino, Boyan Angelov ...

Why do organisations still struggle to realise meaningful value from data and artificial intelligence, despite decades of technological progress?Despite decades of investment in data platforms, analytics tools and artificial intelligence, many organisations still struggle to turn data into real business impact. Too often, data initiatives become trapped in cycles of pilots, fragmented platforms ... Read more

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Why do organisations still struggle to realise meaningful value from data and artificial intelligence, despite decades of technological progress?Despite decades of investment in data platforms, analytics tools and artificial intelligence, many organisations still struggle to turn data into real business impact. Too often, data initiatives become trapped in cycles of pilots, fragmented platforms
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Series series Business and Management (R0)
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Natural Language Processing

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Language—the fundamental bridge connecting humanity's thoughts, emotions, and stories—has embarked on an extraordinary journey. In "Unveiling the Language of Machines: Exploring Natural Language Processing (NLP)," readers are invited to traverse the intricate landscapes where words and algorithms converge, reshaping the boundaries of communication and creativity.This immersive exploration delves
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by Dr. Ali El-Sharif, Serg Masís, Nicholas Schmidt ...

Generate different forms of machine learning model explanations to gain insight into the logic of models Learn how to measure bias in machine learning modelsKey FeaturesMeasure group fairness, individual fairness and choose the right metric for different scenariosExplain model’s logic using different explanation techniquesMitigate bias at different stages of the machine learning pipelineBook ... Read more

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Generate different forms of machine learning model explanations to gain insight into the logic of models Learn how to measure bias in machine learning modelsKey FeaturesMeasure group fairness, individual fairness and choose the right metric for different scenariosExplain model’s logic using different explanation techniquesMitigate bias at different stages of the machine learning pipelineBook
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Data Strategy

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Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a ... Read more

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Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a
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Data Analyst

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by Harish Gulati, Charles Joseph, Rune Rasmussen, Clare Stanier, Obi Umegbolu ...

Series series BCS Guides to IT Roles
Data is constantly increasing and data analysts are in higher demand than ever. This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques, ... Read more

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Master end-to-end data engineering on Azure Databricks. From data ingestion and Delta Lake to CI/CD and real-time streaming, build secure, scalable, and performant data solutions with Spark, Unity Catalog, and ML tools.Key FeaturesBuild scalable data pipelines using Apache Spark and Delta LakeAutomate workflows and manage data governance with Unity CatalogLearn real-time processing and structured ... Read more

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The Little Book of Data

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Data is not about number crunching. It’s about ideas. And when used properly (read: ethically), it is the problem solver of our time.Yet many savvy people seem to be in data denial: they don’t think they need to understand data, or it’s too complicated, or worse, using it is somehow unethical. Yet as data and AI (just an accelerated way to put data to work) move to the center of professional and ... Read more

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Data-ism

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"Lohr uses his Pulitzer Prize-winning reporting skills to dig into and explain the power, pervasiveness, and potential downside of big data." — Library JournalIn Data-ism, New York Times reporter Steve Lohr explains how big-data technology is ushering in a revolution in proportions that promise to be the basis of the next wave of efficiency and innovation across the economy. But more is at work
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Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and ... Read more

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Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesConduct Bayesian data analysis with step-by-step guidanceGain insight into a modern, practical, and
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Use AWS Glue to integrate growing data sources with serverless ETL, building secure, observable pipelines that support reliable analytics while managing performance and cost across a governed AWS data platform as workloads growKey FeaturesUse runnable code, console walkthroughs, and downloadable examples for core AWS Glue workflowsApply DataOps practices with AWS CDK, Docker, and CI/CD in real ... Read more

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Series Book 76 - Łódź Studies in Language
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The voice assistance notion gained wider recognition in the 2010s amidst the launch of mainstream voice-controlled software and apps, such as Siri, Google Assistant, and Alexa. Despite its potential linguistic and affective benefits, learners’ communication with such technologies has been understudied. Given the gaps in the CALL research, the book reports a mixed-methods investigation of voice
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Series series Springer Nature Proceedings excluding Computer Science
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The Applied SQL Data Analytics Workshop - Second Edition

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by Matt Goldwasser, Upom Malik, Benjamin Johnston ...

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MongoDB gives flexibility in compare to RDBMS. It has features like dynamic schemas, storage for large volume data, scaling database architecture, real-time data reporting, data sharding, and so on. It enables to develop application faster. To address all these features in a concise manner, this e-book is created.This e-book has explained features of MongoDB, that is important from the point of
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SAP-BusinessObjects-Data-Services---Complete-Reference

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Series Book 1 - SAP Data Management
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This book details the Data Services Configuration and Process activities for the SAP tool ‘Data Services’. At a high level it will cover various administrative and user-focused activities around the SQL Server 2008 Database, SAP Data Services, and SAP Information Platform Services. This book also provides the recommended approach and best practices for using these software packages. It will act as
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大数据技术和应用

by 陈建平、陈志德、席进爱 ...

这是一本大数据技术入门的简明教材。全书理论和实践相结合，以应用实战为主，深入浅出地讲解每个知识点，对每个应用实验按学习习惯，分步骤讲解，每个步骤都有文字说明和效果截图，使读者能清晰地知晓动手实操的效果和错误之处。全书分为9章，全面介绍了大数据技术的相关基础知识、HDFS和数据库、采集传输工具、挖掘分析算法、Spark计算框架、可视化、大数据安全、大数据应用等内容，着重介绍了HDFS分布式文件系统、NoSQL等各种数据库、数据仓库Hive，以及数据采集分析技术，并配套了详细的实验教程以及练习题。本书适合作为高等院校计算机、软件工程、大数据专业高职、本科生的教材，同时可供企业中从事大数据开发的工程师和科技工作者参考。 ... Read more

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这是一本大数据技术入门的简明教材。全书理论和实践相结合，以应用实战为主，深入浅出地讲解每个知识点，对每个应用实验按学习习惯，分步骤讲解，每个步骤都有文字说明和效果截图，使读者能清晰地知晓动手实操的效果和错误之处。全书分为9章，全面介绍了大数据技术的相关基础知识、HDFS和数据库、采集传输工具、挖掘分析算法、Spark计算框架、可视化、大数据安全、大数据应用等内容，着重介绍了HDFS分布式文件系统、NoSQL等各种数据库、数据仓库Hive，以及数据采集分析技术，并配套了详细的实验教程以及练习题。本书适合作为高等院校计算机、软件工程、大数据专业高职、本科生的教材，同时可供企业中从事大数据开发的工程师和科技工作者参考。
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Advanced Analytics with Spark

Patterns for Learning from Data at Scale

by Sean Owen, Josh Wills, Sandy Ryza, Uri Laserson ...

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... Read more

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In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other
... Read more
FULL SOURCE CODE: POSTGRESQL FOR DATA ANALYTICS AND VISUALIZATION WITH PYTHON GUI

by Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we provide you with a PostgreSQL version of an Oracle sample database named OT which is based on a global fictitious company that sells computer hardware including storage, motherboard, RAM, video card, and CPU. The company maintains the product information such as name, description standard cost, list price, and product line. It also tracks the inventory information for all ... Read more

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In this project, we provide you with a PostgreSQL version of an Oracle sample database named OT which is based on a global fictitious company that sells computer hardware including storage, motherboard, RAM, video card, and CPU. The company maintains the product information such as name, description standard cost, list price, and product line. It also tracks the inventory information for all
... Read more

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Recommended For You

Data Processing eBooks

Enabling Data

Data-Driven Decision Making for Sustainable Business Growth

Natural Language Processing

Building Responsible AI with Python

Data Strategy

Data Analyst

Data Engineering with Azure Databricks

The Little Book of Data

Data-ism

Bayesian Analysis with Python

Serverless ETL and Analytics with AWS Glue

Python: Data Analytics and Visualization

Healthcare Analytics Made Simple

Fundamentals of Data Engineering

China's Megatrends

Voice Assistants in Action-oriented Mediation Practice

Online Privacy Reset

Advances in Information, Computing and Technology

The Applied SQL Data Analytics Workshop - Second Edition

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SAP-BusinessObjects-Data-Services---Complete-Reference

大数据技术和应用

Advanced Analytics with Spark

FULL SOURCE CODE: POSTGRESQL FOR DATA ANALYTICS AND VISUALIZATION WITH PYTHON GUI