Neural Data Science

Written By Erik Lee Nylen
Neural Data Science
  • Publsiher : Academic Press
  • Release : 01 February 2017
  • ISBN : 9780128040430
  • Pages : 250 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Neural Data Science written by Erik Lee Nylen which was release on 01 February 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: MATLAB remains the dominant language for scientific computing and analysis in neuroscience, but a more general purpose option - Python - is emerging. This book addresses the snake in the room by providing a beginner s introduction to the principles of computation and data analysis in neuroscience using both Python and MATLAB, which allows to transcend platform tribalism and enables coding versatility. Utilizing a Rosetta stone approach, including both MATLAB and Python in parallel Introducing the canonical data analysis cascade, standardizing the data analysis flow Introducing Comment pointers, which improve the readability of code Introducing data marning Introducing levels of coding principles, which improves the organize of code strategically, tactically and algorithmically Implementing a deeply philosophical framework of 0 to 1 teaching "

Neural Data Science

Neural Data Science
  • Author : Erik Lee Nylen,Pascal Wallisch
  • Publisher : Academic Press
  • Release Date : 2017-02-01
  • Total pages : 250
  • ISBN : 9780128040430
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Summary : MATLAB remains the dominant language for scientific computing and analysis in neuroscience, but a more general purpose option - Python - is emerging. This book addresses the snake in the room by providing a beginner s introduction to the principles of computation and data analysis in neuroscience using both Python ...

Neural Data Science

Neural Data Science
  • Author : Erik Lee Nylen,Pascal Wallisch
  • Publisher : Academic Press
  • Release Date : 2017-02-24
  • Total pages : 368
  • ISBN : 9780128040430
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Summary : A Primer with MATLAB® and PythonTM present important information on the emergence of the use of Python, a more general purpose option to MATLAB, the preferred computation language for scientific computing and analysis in neuroscience. This book addresses the snake in the room by providing a beginner’s introduction to ...

Studies in Neural Data Science

Studies in Neural Data Science
  • Author : Antonio Canale,Daniele Durante,Lucia Paci,Bruno Scarpa
  • Publisher : Springer
  • Release Date : 2018-12-28
  • Total pages : 156
  • ISBN : 9780128040430
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Summary : This volume presents a collection of peer-reviewed contributions arising from StartUp Research: a stimulating research experience in which twenty-eight early-career researchers collaborated with seven senior international professors in order to develop novel statistical methods for complex brain imaging data. During this meeting, which was held on June 25–27, 2017 in Siena (Italy), ...

The Decision Maker s Handbook to Data Science

The Decision Maker s Handbook to Data Science
  • Author : Stylianos Kampakis
  • Publisher : Apress
  • Release Date : 2019-11-26
  • Total pages : 156
  • ISBN : 9780128040430
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Summary : Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their organization. It is easy for novices to ...

Data Science Using Python and R

Data Science Using Python and R
  • Author : Chantal D. Larose,Daniel T. Larose
  • Publisher : John Wiley & Sons
  • Release Date : 2019-03-20
  • Total pages : 256
  • ISBN : 9780128040430
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Summary : Learn data science by doing data science! Data Science Using Python and R will get you plugged into the world’s two most widespread open-source platforms for data science: Python and R. Data science is hot. Bloomberg called data scientist “the hottest job in America.” Python and R are the ...

So You Want to Be a Neuroscientist

So You Want to Be a Neuroscientist
  • Author : Ashley Juavinett
  • Publisher : Columbia University Press
  • Release Date : 2020-12-08
  • Total pages : 212
  • ISBN : 9780128040430
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Summary : The pursuit to understand the human brain in all its intricacy is a fascinatingly complex challenge and neuroscience is one of the fastest-growing scientific fields worldwide. There is a wide range of career options open to those who wish to pursue a career in neuroscience, yet there are few resources ...

Advances in Data Science Methodologies and Applications

Advances in Data Science  Methodologies and Applications
  • Author : Gloria Phillips-Wren,Anna Esposito,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-08-26
  • Total pages : 333
  • ISBN : 9780128040430
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Summary : Big data and data science are transforming our world today in ways we could not have imagined at the beginning of the twenty-first century. The accompanying wave of innovation has sparked advances in healthcare, engineering, business, science, and human perception, among others. The tremendous advances in computing power and intelligent ...

Analysis of Neural Data

Analysis of Neural Data
  • Author : Robert E. Kass,Uri T. Eden,Emery N. Brown
  • Publisher : Springer
  • Release Date : 2014-07-08
  • Total pages : 648
  • ISBN : 9780128040430
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Summary : Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data provides a unified treatment of analytical methods that have become ...

Fundamentals of Data Science

Fundamentals of Data Science
  • Author : Sanjeev J. Wagh,Manisha S. Bhende,Anuradha D. Thakare
  • Publisher : CRC Press
  • Release Date : 2021-09-26
  • Total pages : 296
  • ISBN : 9780128040430
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Summary : 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 ...

Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry

Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry
  • Author : Chkoniya, Valentina
  • Publisher : IGI Global
  • Release Date : 2021-06-25
  • Total pages : 653
  • ISBN : 9780128040430
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Summary : The contemporary world lives on the data produced at an unprecedented speed through social networks and the internet of things (IoT). Data has been called the new global currency, and its rise is transforming entire industries, providing a wealth of opportunities. Applied data science research is necessary to derive useful ...

Collaborative Technologies and Data Science in Smart City Applications

Collaborative Technologies and Data Science in Smart City Applications
  • Author : Aram Hajian,Wolfram Luther,A. J. Han Vinck
  • Publisher : Logos Verlag Berlin GmbH
  • Release Date : 2018-08-30
  • Total pages : 173
  • ISBN : 9780128040430
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Summary : In September 2018, researchers from Armenia, Chile, Germany and Japan met in Yerevan to discuss technologies with applications in Smart Cities, Data Science and Information-Theoretic Approaches for Smart Systems, Technical Challenges for Smart Environments, and Smart Human Centered Computing. This book presents their contributions to the CODASSCA 2018 workshop on Collaborative Technologies ...

Introduction to Deep Learning and Neural Networks with PythonTM

Introduction to Deep Learning and Neural Networks with PythonTM
  • Author : Ahmed Fawzy Gad,Fatima Ezzahra Jarmouni
  • Publisher : Academic Press
  • Release Date : 2020-12-07
  • Total pages : 300
  • ISBN : 9780128040430
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Summary : Introduction to Deep Learning and Neural Networks with PythonTM: A Practical Guide is an intensive step-by-step guide for neuroscientists to fully understand, practice, and build neural networks. Providing math and PythonTM code examples to clarify neural network calculations, by book’s end readers will fully understand how neural networks work ...

Case Studies in Neural Data Analysis

Case Studies in Neural Data Analysis
  • Author : Mark A. Kramer,Uri T. Eden
  • Publisher : MIT Press
  • Release Date : 2016-11-04
  • Total pages : 384
  • ISBN : 9780128040430
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Summary : A practical guide to neural data analysis techniques that presents sample datasets and hands-on methods for analyzing the data. As neural data becomes increasingly complex, neuroscientists now require skills in computer programming, statistics, and data analysis. This book teaches practical neural data analysis techniques by presenting example datasets and developing ...

Data Science from Scratch

Data Science from Scratch
  • Author : Joel Grus
  • Publisher : O'Reilly Media
  • Release Date : 2019-04-12
  • Total pages : 406
  • ISBN : 9780128040430
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Summary : Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you’ll learn how many of the most fundamental data science tools and algorithms work ...

Data Science and Its Applications

Data Science and Its Applications
  • Author : Aakanksha Sharaff,G R Sinha
  • Publisher : CRC Press
  • Release Date : 2021-08-18
  • Total pages : 378
  • ISBN : 9780128040430
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Summary : The term "data" being mostly used, experimented, analyzed, and researched, "Data Science and its Applications" finds relevance in all domains of research studies including science, engineering, technology, management, mathematics, and many more in wide range of applications such as sentiment analysis, social medial analytics, signal processing, gene analysis, market analysis, ...