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Fundamentals of Data Science
Language: en
Pages: 296

Fundamentals of Data Science

Authors: Sanjeev J. Wagh, Manisha S. Bhende, Anuradha D. Thakare
Categories: Business & Economics
Type: BOOK - Published: 2021-09-26 - Publisher: CRC Press

Fundamentals of Data Science is designed for students, academicians and practitioners with a complete walkthrough right from the foundational groundwork required to outlining all the concepts, techniques and tools required to understand Data Science. Data Science is an umbrella term for the non-traditional techniques and technologies that are required to
Fundamentals of Data Science
Language: en
Pages: 134

Fundamentals of Data Science

Authors: Samuel Burns
Categories: Big data
Type: BOOK - Published: 2019-09-17 - Publisher:

"This book is for students or anyone, with limited or no prior programming, statistics, and data analytics knowledge. This short guide is ideal for absolute beginners, or anyone who wants to acquire a basic working knowledge of data science. It is an excellent guide if you want to learn about
Fundamentals of Data Analytics
Language: en
Pages: 127

Fundamentals of Data Analytics

Authors: Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda, Arash Behboodi
Categories: Mathematics
Type: BOOK - Published: 2020-09-15 - Publisher: Springer Nature

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are derived as powerful tools. The methodological overlap between data science and machine learning
Fundamentals of Data Analytics
Language: en
Pages: 295

Fundamentals of Data Analytics

Authors: Prof. Dipanjan Kumar Dey
Categories: Education
Type: BOOK - Published: - Publisher: Sankalp Publication

: Data analytics help a business optimize its performance, perform more efficiently, maximize profit, or make more strategically-guided decisions. The techniques and processes of data analytics have been automated into mechanical processes and algorithms that work over raw data for human consumption. Various approaches to data analytics include looking at
Fundamentals of Clinical Data Science
Language: en
Pages: 219

Fundamentals of Clinical Data Science

Authors: Pieter Kubben, Michel Dumontier, Andre Dekker
Categories: Medical
Type: BOOK - Published: 2018-12-21 - Publisher: Springer

This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using

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