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Statistical Learning Using Neural Networks
- A Guide for Statisticians and Data Scientists with Python
Engelsk
Bogcover for Statistical Learning Using Neural Networks af Fabio Borges de Oliveira, Calyampudi Radhakrishna Rao, Basilio de Braganca Pereira, 9781032335933
Specifikationer
Sprog:
Engelsk
Sider:
248
ISBN-13:
9781032335933
Indbinding:
Paperback
ISBN-10:
1032335939
Udg. Dato:
13 jun 2022
Størrelse i cm:
15,7 x 23,4 x 1,8
Oplagsdato:
13 jun 2022

Statistical Learning Using Neural Networks

- A Guide for Statisticians and Data Scientists with Python
Engelsk
Paperback 2022
Format:

Bog beskrivelse

Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the basics and increasingly demanding more effort from readers, who can learn the theory and its applications in statistical methods with concrete Python code examples. It presents a wide range of widely used statistical methodologies, applied in several research areas with Python code examples, which are available online. It is suitable for scientists and developers as well as graduate students.

Key Features:

  • Discusses applications in several research areas
  • Covers a wide range of widely used statistical methodologies
  • Includes Python code examples
  • Gives numerous neural network models
  • This book covers fundamental concepts on Neural Networks including Multivariate Statistics Neural Networks, Regression Neural Network Models, Survival Analysis Networks, Time Series Forecasting Networks, Control Chart Networks, and Statistical Inference Results.

    This book is suitable for both teaching and research. It introduces neural networks and is a guide for outsiders of academia working in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.

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Specifikationer
Sprog:
Engelsk
Sider:
248
ISBN-13:
9781032335933
Indbinding:
Paperback
ISBN-10:
1032335939
Udg. Dato:
13 jun 2022
Størrelse i cm:
15,7 x 23,4 x 1,8
Oplagsdato:
13 jun 2022
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