Business Analytics Using R A Practical Approach
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Business Analytics Using R A Practical Approach
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Author : Umesh R Hodeghatta
language : en
Publisher: Apress
Release Date : 2016-12-27
Business Analytics Using R A Practical Approach written by Umesh R Hodeghatta and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-27 with Computers categories.
Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics. This book will discuss and explore the following through examples and case studies: An introduction to R: data management and R functions The architecture, framework, and life cycle of a business analytics project Descriptive analytics using R: descriptive statistics and data cleaning Data mining: classification, association rules, and clustering Predictiveanalytics: simple regression, multiple regression, and logistic regression This book includes case studies on important business analytic techniques, such as classification, association, clustering, and regression. The R language is the statistical tool used to demonstrate the concepts throughout the book. What You Will Learn • Write R programs to handle data • Build analytical models and draw useful inferences from them • Discover the basic concepts of data mining and machine learning • Carry out predictive modeling • Define a business issue as an analytical problem Who This Book Is For Beginners who want to understand and learn the fundamentals of analytics using R. Students, managers, executives, strategy and planning professionals, software professionals, and BI/DW professionals.
International Encyclopedia Of Statistical Science
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Author : Miodrag Lovric
language : en
Publisher: Springer Nature
Release Date : 2025-06-19
International Encyclopedia Of Statistical Science written by Miodrag Lovric and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Mathematics categories.
The International Encyclopedia of Statistical Science stands as a monumental effort to enrich statistics education globally, particularly in regions facing educational challenges. By amalgamating the expertise of over 700 authors from 110 countries, including Nobel Laureates and presidents of statistical societies, it offers an unparalleled resource for readers worldwide. This encyclopedia is not just a collection of entries; it is a concerted effort to revive statistics as a vibrant, critical field of study and application. Providing a comprehensive and accessible account of statistical terms, methods, and applications, it enables readers to gain a quick insight into the subject, regardless of their background. This work serves to refresh and expand the knowledge of researchers, managers, and practitioners, highlighting the relevance and applicability of statistics across various fields, from economics and business to healthcare and public policy. Furthermore, it aims to inspire students by demonstrating the significance of statistics in solving real-world problems, thus encouraging a new generation to explore and contribute to the field.
Data Stream Mining Processing
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Author : Sergii Babichev
language : en
Publisher: Springer Nature
Release Date : 2020-11-04
Data Stream Mining Processing written by Sergii Babichev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-04 with Computers categories.
This book constitutes the proceedings of the third International Conference on Data Stream and Mining and Processing, DSMP 2020, held in Lviv, Ukraine*, in August 2020. The 36 full papers presented in this volume were carefully reviewed and selected from 134 submissions. The papers are organized in topical sections of hybrid systems of computational intelligence; machine vision and pattern recognition; dynamic data mining & data stream mining; big data & data science using intelligent approaches. *The conference was held virtually due to the COVID-19 pandemic.
Musical Instruments
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Author : Lamberto Tronchin
language : en
Publisher: MDPI
Release Date : 2021-02-19
Musical Instruments written by Lamberto Tronchin and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-19 with Technology & Engineering categories.
The study of the acoustic and vibrational characteristics of musical instruments in terms of their mechanical behavior, sound emission, and characteristics started thousands of years ago, and among the physicists and mathematicians that addressed this matter, we should at least recognize Leonardo da Vinci, with his experimental water organ, and Ernst Chladni, who discovered nodal patterns on rigid surfaces such as soundboards. The growing awareness of our intangible cultural heritage and the need to better understand our roots in the field of music have contributed to increasing the efforts to extend our knowledge in this field, defining new physical parameters, extending the analysis to other musical instruments, and developing new methods to synthesize sound from musical instruments using a simple keyboard.
Machine Learning An Overview With The Help Of R Software
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Author : Editor IJSMI
language : en
Publisher: IJSMI
Release Date : 2018-11-21
Machine Learning An Overview With The Help Of R Software written by Editor IJSMI and has been published by IJSMI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-21 with Computers categories.
This book intends to provide an overview of Machine Learning and its algorithms & models with help of R software. Machine learning forms the basis for Artificial Intelligence which will play a crucial role in day to day life of human beings in the near future. A basic understanding of machine learning is required, as its application is widely seen in different fields such as banks and financial sectors, manufacturing, aviation, transportation and medical field. The book covers machine learning classification algorithms such as K-Nearest Neighborhood, Naïve Bayes, Decision Trees and also Artificial Neural Networks and Support Vector Machines. It is recommended to refer author’s book on Application of Statistical Tools in Biomedical Domain: An Overview with Help of Software (https://www.amazon.com/dp/1986988554) and Essentials of Bio-Statistics: An overview with the help of Software https://www.amazon.com/dp/B07GRBXX7D if you need to familiarize yourself with the basic statistical knowledge. Editor International Journal of Statistics and Medical Informatics www.ijsmi.com/book.php Amazon link https://www.amazon.com/dp/1790122627 (Paper Back) https://www.amazon.com/dp/B07KQSN447 (Kindle Edition)
Algorithms And Architectures For Parallel Processing
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Author : Sheng Wen
language : en
Publisher: Springer Nature
Release Date : 2020-01-21
Algorithms And Architectures For Parallel Processing written by Sheng Wen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-21 with Mathematics categories.
The two-volume set LNCS 11944-11945 constitutes the proceedings of the 19th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia, in December 2019. The 73 full and 29 short papers presented were carefully reviewed and selected from 251 submissions. The papers are organized in topical sections on: Parallel and Distributed Architectures, Software Systems and Programming Models, Distributed and Parallel and Network-based Computing, Big Data and its Applications, Distributed and Parallel Algorithms, Applications of Distributed and Parallel Computing, Service Dependability and Security, IoT and CPS Computing, Performance Modelling and Evaluation.
R For Business Analytics
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Author : A Ohri
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-14
R For Business Analytics written by A Ohri and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-14 with Business & Economics categories.
This book examines common tasks performed by business analysts and helps the reader navigate the wealth of information in R and its 4000 packages to create useful analytics applications. Includes interviews with corporate users of R, and easy-to-use examples.
Current Advances And Future Trends In Vascular Neurology An Issue Of Neurologic Clinics E Book
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Author : Michael J. Schneck
language : en
Publisher: Elsevier Health Sciences
Release Date : 2024-06-27
Current Advances And Future Trends In Vascular Neurology An Issue Of Neurologic Clinics E Book written by Michael J. Schneck and has been published by Elsevier Health Sciences this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-27 with Medical categories.
In this issue of Neurologic Clinics, guest editor Dr. Michael J. Schneck brings his considerable expertise to the topic of Current Advances and Future Trends in Vascular Neurology. Top experts discuss biomarkers in ischemic and hemorrhagic stroke; AI and other computer prediction tools in stroke; cardioembolic stroke; small vessel disease; advances and future trends in the diagnosis and management of subarachnoid hemorrhage; and more. - Contains 14 relevant, practice-oriented topics including new paradigms in stroke rehabilitation; the role of vascular neurology specialists; future trends in endovascular therapies beyond thrombolysis; future directions in the diagnosis and management of intracranial arterial disease; advances in genetics in stroke; and more. - Provides in-depth clinical reviews on current advances and future trends in vascular neurology, offering actionable insights for clinical practice. - Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
What R We Doing Here
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Author : Nofie Iman
language : id
Publisher: UGM PRESS
Release Date : 2025-01-01
What R We Doing Here written by Nofie Iman and has been published by UGM PRESS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-01 with Mathematics categories.
Apakah Anda ingin menjadikan data sebagai kekuatan terbesar dalam riset dan pengambilan keputusan bisnis? Buku ini adalah kunci Anda untuk membuka potensi penuh analisis data menggunakan R, salah satu bahasa pemrograman paling kuat dan fleksibel di dunia. Mulai dari dasar hingga teknik-teknik canggih, What 'R' We Doing Here memberikan panduan langkah demi langkah untuk memahami dan menerapkan R dalam penelitian bisnis dan manajemen. Buku ini dirancang untuk siapa saja—baik pelajar, mahasiswa. praktisi, hingga peneliti—yang ingin menguasai cara mengolah, memvisualisasikan, dan menganalisis data dengan mudah dan tepat. Apa yang akan Anda temukan di dalam buku ini? • Tutorial praktis untuk memulai dengan R: instalasi, penulisan program sederhana, hingga penggunaan packagesyangpowerful • Teknik analisis data dari statistik deskriptif hingga regresi. ANOVA, dan MANOVA—semua dijelaskan dengan contoh yang relevan. • Panduan uji hipotesis dengan berbagai metode yang tepat sasaran untuk penelitian Anda. • Pembahasan mendalam tentang analisis tingkat lanjut. seperti Structural Equation Modeling (SEM), analisis teks, dan Qualitative ComparativeAnalysis (QCA). • Proyek mini menarik yang dapat Anda coba langsung, mulai dari analisis sentimen hingga riset kasus nyata di dunia bisnis. Dengan gaya bahasa yang mudah dipahami dan latihan interaktif, buku ini memastikan Anda bukan hanya belajar teon, tetapi juga langsung mempraktikkannya. ini adalah panduan wajib bagi siapa saja yang ingin unggul di bidang analisis data bisnis dan manajemen.
Software Business
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Author : Andrey Maglyas
language : en
Publisher: Springer
Release Date : 2016-06-06
Software Business written by Andrey Maglyas and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-06 with Business & Economics categories.
This book contains the refereed proceedings of the 7th International Conference on Software Business, ICSOB 2016, held in Ljubljana, Slovenia, in June 2016. Software business refers to commercial activities in and around the software industry aimed at generating income from the delivery of software products and services. The theme of the event was "Software as a New Way of Providing Cutting-edge Solutions". The 10 full and 5 short papers for ICSOB were selected from 38 submissions. The papers span a wide range of issues related to contemporary software business, ranging from strategic aspects to operational challenges. The strong presence of software ecosystem papers confirms the importance of this topic and influence on software business. In addition, a short abstract of the key note by Peter Lick and Hans-Bernd Kittlaus is also included.