Data Analytics Per Tutti
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Data Analytics Per Tutti
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Author : Andrea De Mauro
language : it
Publisher: Apogeo Editore
Release Date : 2022-04-20T00:00:00+02:00
Data Analytics Per Tutti written by Andrea De Mauro and has been published by Apogeo Editore this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-20T00:00:00+02:00 with Computers categories.
La data analytics è una disciplina sempre più ricercata e acquisire competenze in questo ambito sta diventando essenziale in ogni settore. Questo manuale spiega come muovere i primi passi senza dover imparare un linguaggio di programmazione, ma passando dalla teoria alla pratica attraverso alcuni tutorial mirati. Si parte spiegando le tipologie di analisi possibili e come i dati devono essere preparati prima di essere analizzati. Si passa quindi al visual programming, con strumenti - KNIME e Microsoft Power BI - che consentono di creare template, modelli riutilizzabili e interfacce in grado di svolgere analisi profonde anche attraverso il machine learning. Infine si apprendono alcune tecniche di data visualization e data storytelling che aiutano a migliorare il processo di decision making. Un libro adatto a manager, professionisti, studenti e a tutti coloro che vogliono scoprire le potenzialità della data analytics per lavorare in modo più efficace con i dati.
Analytics In A Big Data World
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Author : Bart Baesens
language : en
Publisher: John Wiley & Sons
Release Date : 2014-04-15
Analytics In A Big Data World written by Bart Baesens and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-15 with Business & Economics categories.
The guide to targeting and leveraging business opportunities using big data & analytics By leveraging big data & analytics, businesses create the potential to better understand, manage, and strategically exploiting the complex dynamics of customer behavior. Analytics in a Big Data World reveals how to tap into the powerful tool of data analytics to create a strategic advantage and identify new business opportunities. Designed to be an accessible resource, this essential book does not include exhaustive coverage of all analytical techniques, instead focusing on analytics techniques that really provide added value in business environments. The book draws on author Bart Baesens' expertise on the topics of big data, analytics and its applications in e.g. credit risk, marketing, and fraud to provide a clear roadmap for organizations that want to use data analytics to their advantage, but need a good starting point. Baesens has conducted extensive research on big data, analytics, customer relationship management, web analytics, fraud detection, and credit risk management, and uses this experience to bring clarity to a complex topic. Includes numerous case studies on risk management, fraud detection, customer relationship management, and web analytics Offers the results of research and the author's personal experience in banking, retail, and government Contains an overview of the visionary ideas and current developments on the strategic use of analytics for business Covers the topic of data analytics in easy-to-understand terms without an undo emphasis on mathematics and the minutiae of statistical analysis For organizations looking to enhance their capabilities via data analytics, this resource is the go-to reference for leveraging data to enhance business capabilities.
Big Data Big Analytics
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Author : Michael Minelli
language : en
Publisher: John Wiley & Sons
Release Date : 2013-01-22
Big Data Big Analytics written by Michael Minelli and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-22 with Business & Economics categories.
Unique prospective on the big data analytics phenomenon for both business and IT professionals The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. These capabilities are neither theoretical nor trivial. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability. The Age of Big Data is here, and these are truly revolutionary times. This timely book looks at cutting-edge companies supporting an exciting new generation of business analytics. Learn more about the trends in big data and how they are impacting the business world (Risk, Marketing, Healthcare, Financial Services, etc.) Explains this new technology and how companies can use them effectively to gather the data that they need and glean critical insights Explores relevant topics such as data privacy, data visualization, unstructured data, crowd sourcing data scientists, cloud computing for big data, and much more.
Data Science Manuale Italiano Advanced Machine Learning E Deployment
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Author : Mario A. B. Capurso
language : en
Publisher: Mario Capurso
Release Date : 2023-09-08
Data Science Manuale Italiano Advanced Machine Learning E Deployment written by Mario A. B. Capurso and has been published by Mario Capurso this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-08 with Computers categories.
Questa opera segue il curriculum 2021 della Association for Computing Machinery per specialisti in Scienze dei Dati, con l’obiettivo di costituire un “Bignami” della Scienza ed Ingegneria dei Dati e facilitare il percorso di formazione personale a partire da competenze specialistiche in Informatica o Matematica o Statistica per un lettore di lingua madre italiana. Parte di una serie di testi, riepiloga prima di tutto la metodologia di lavoro standard CRISP DM utilizzata in questa opera e in progetti di Scienza dei Dati. Poichè questo testo utilizza Orange per gli aspetti applicativi, ne descrive l’installazione ed i widget. La fase di modellizzazione dei dati viene considerata nell’ottica dell’apprendimento automatico riepilogando i tipi di apprendimento automatico, i tipi di modelli, i tipi di problemi e i tipi di algoritmi. Sono descritti gli aspetti avanzati associati alla modellizzazione quali le funzioni di perdita e di ottimizzazione come la gradient descent, le tecniche per analizzare le prestazioni dei modelli come il Bootstrapping e la Cross Validation. Vengono analizzati gli scenari di deployment e le più comuni piattaforme, con esempi applicativi. Vengono proposti i meccanismi per automatizzare l’apprendimento automatico e per supportare l’interpretabilità dei modelli e dei risultati come Partial Dependence Plot, Permuted Feature Importance e altre. Gli esercizi sono descritti con Orange e Python con l’uso della libreria Keras/Tensorflow. Il testo è corredato di materiale di supporto ed è possibile scaricare gli esempi in Orange e i dati di prova.
Big Data For Beginners
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Author : Vince Reynolds
language : en
Publisher:
Release Date : 2016-05-16
Big Data For Beginners written by Vince Reynolds and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-16 with Big data categories.
Big Data For Beginners! The Ultimate Beginners Crash Course To Understanding And Interpreting Big Data! Are You Ready To Learn How To Understand SMART Big Data, Data Mining & Data Analytics For improved Business Performance, Life Decisions & More? If So You've Come To The Right Place - Regardless Of How Little Experience You May Have! Here's A Preview Of What Big Data For Beginners! Contains... A Conundrum Called 'Big Data' How To Understand Big Data Better What Can Big Data Do For You? Understanding The Analytics (And The Importance) The Obstacles And Importance Of The Big Data Situation We're In A Closer Look At Key Big Data Challenges Generating Business Value through Data Mining And Much, Much More! Order Your Copy Now And Let's Get Started!
Ethics Gym
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Author : Mariagrazia Villa
language : it
Publisher: FrancoAngeli
Release Date : 2022-10-07T00:00:00+02:00
Ethics Gym written by Mariagrazia Villa and has been published by FrancoAngeli this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-07T00:00:00+02:00 with Business & Economics categories.
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Data Analytics
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Author : James Fahl
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-06-05
Data Analytics written by James Fahl and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-05 with categories.
Understand Data Analytics and Implement it in Your Business Today Do you want improve your revenue and stop missing out on profit? Do you want to learn about how data analytics in a style and approach that is suitable for you, regardless of your current knowledge? This book not only provides step-by-step guide to data analytics, but teaches you actionable steps to improve your analysis in all environments! Are you ready to learn? If so, Data Analytics: A Practical Guide To Data Analytics For Business, Beginner To Expert(Data Analytics, Prescriptive Analytics, Statistics, Big Data, Intelligence, Master Data, Data Science, Data Mining)by James Fahl is THE book for you! It covers the most essential topics you must learn to become a master of Data Analytics. What Separates This Book From The Rest? What separates this book from the rest? The unique way you will learn with examples and steps. Many books leave you more confused than before you picked them up, not this book, it's clear concise and implementable. We make it our goal to write this book in plain easy to understand English that anyone can understand. Gone are the days of highly technical language. This allows you to quickly learn topics, and use your new skills immediately. To aid you in learning the topics quickly and effectively this book has been designed to be the ultimate step-by-step guide. Making sure that you're confident and clear with each topic before moving on! You Will Learn The Following: What is Data Analytics? Why use Data Analytics The importance of Data Analytics Types of Data Analytics Explanations of Different models Collecting Data Mistakes to avoid Whether you just want to learn more about Data Analysis or already know but want a step-by-step guide to implement it in your life, this is the book for you! So don't delay it any longer. Take this opportunity and invest in your self by buying this guide now. You will be shocked by how fast you learn about Data Analytics! Don't Delay And Scroll Up To Buy With 1 Click
Data Analytics
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Author : Jeff Reed
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-03-24
Data Analytics written by Jeff Reed and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-24 with categories.
Discover How to Increase Profits with Big Data Analytics Forget excel sheets and static bar graphs and charts - there are more innovative ways that you can capture data, make sense of them, present them to your colleagues, and make the necessary action to provide value for your business. With today's fast-paced world and cutthroat competition, your organization may fall behind if you fail to make use of the emerging trend of big data and data analytics. Whether you want to understand client behaviors, reduce processing time in your factory, integrate information from several branches, or implement a paperless office, this book can become your guide on how you can use big data and data analytics to advance your business. This comprehensive guide to the most emerging trend of analytics will allow you to understand: What is big data and why it is a big and serious deal for businesses that want to stay ahead of the game Why big data and data analytics are critical elements in encouraging business growth How businesses are using the different types of data analytics and how you can choose one that fits your needs and goals The latest tools, technologies, and trends in big data and data analytics What is data mining and how it can help your business find kind of data that would add value to your organization What is data integration and how it can help you combine all available data sets into one view for easier analysis and response What is data visualization and how it can help you communicate your business story to your managers, customers, partners, and other business stakeholders How you can formulate the right data analytics strategy and follow a simple action plan This book is designed for beginners so even though data analytics requires ample education and training, it could be your guide toward mastering the concepts and eventually applying them to your organization. Click the Buy button on this page now and start your Data Analytics education!
Data Analytics
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Author : Vernon Barrett
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-05
Data Analytics written by Vernon Barrett and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05 with categories.
Data Analytics - A Comprehensive Beginner's Guide The book is an unstructured data mining quest, which takes the reader through different features of unstructured data mining while unfolding the practical facets of Big Data. It emphasizes more on machine learning and mining methods required for processing and decision-making. The text begins with the introduction to the subject and explores the concept of data mining methods and models along with the applications. It then goes into detail on other aspects of Big Data analytics, such as clustering, incremental learning, multi-label association and knowledge representation. The readers are also made familiar with business analytics to create value. The book finally ends with a discussion on the areas where research can be explored. The book is designed for the senior level undergraduate, and postgraduate students of computer science and engineering. Here Is A Preview Of What Inside The Book: Big data Statistics in practice Descriptive and Inferential Statistics Parameters and Statistics Statistical data analysis Variables SUMMARY OF THE GENERAL METHOD OF DECISION ANALYSIS ANOTHER DECISION TREE MODEL AND ITS ANALYSIS Making Data Work for You Predictive Modeling Techniques Take Action Today and Learn Data Analytics in no time! Click the "Buy now with 1-Click" to the right and get this guide immediately.
Big Data Analytics A Management Perspective
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Author : Francesco Corea
language : en
Publisher: Springer
Release Date : 2018-06-14
Big Data Analytics A Management Perspective written by Francesco Corea and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-14 with Computers categories.
This book is about innovation, big data, and data science seen from a business perspective. Big data is a buzzword nowadays, and there is a growing necessity within practitioners to understand better the phenomenon, starting from a clear stated definition. This book aims to be a starting reading for executives who want (and need) to keep the pace with the technological breakthrough introduced by new analytical techniques and piles of data. Common myths about big data will be explained, and a series of different strategic approaches will be provided. By browsing the book, it will be possible to learn how to implement a big data strategy and how to use a maturity framework to monitor the progress of the data science team, as well as how to move forward from one stage to the next. Crucial challenges related to big data will be discussed, where some of them are more general - such as ethics, privacy, and ownership – while others concern more specific business situations (e.g., initial public offering, growth strategies, etc.). The important matter of selecting the right skills and people for an effective team will be extensively explained, and practical ways to recognize them and understanding their personalities will be provided. Finally, few relevant technological future trends will be acknowledged (i.e., IoT, Artificial intelligence, blockchain, etc.), especially for their close relation with the increasing amount of data and our ability to analyse them faster and more effectively.