عنوان

Analysis and visualization of discrete data using neural networks

(eISBN)

9789811283628

E4560

انگلیسی

Analysis and visualization of discrete data using neural networks

[electronic resources: book]

Koji Koyamada.

Hackensack, NJ

World Scientific

2024.

1 online resource.

Includes bibliographical references (pages 217-219) and index.

Basic -- Practical part -- Advanced application section -- Physically based surrogate model -- Closing remark.

0

"This book serves as a comprehensive step-by-step guide on data analysis and statistical analysis. It covers fundamental operations in Excel, such as table components, formula bar, and ribbon, and introduces visualization techniques and PDE derivation using Excel. It also provides an overview of Google Colab, including code and text cells, and explores visualization and deep learning applications. Key features of the book include topics like statistical analysis, regression analysis, optimization, correlation analysis, and neural networks. It adopts a practical approach by providing examples and step-by-step instructions for learners to apply the techniques to real-world problems. The book also highlights the strengths and features of both Excel and Google Colab, allowing learners to leverage the capabilities of each platform. The clear explanations of concepts, visual aids, and code snippets aid comprehension help learners understand the principles of data analysis and statistical analysis. Overall, this book serves as a valuable resource for professionals, researchers, and students seeking to develop skills in data analysis, regression statistics, optimization, and advanced modeling techniques using Excel, Colab, and neural networks"--

PDF file.

Data mining.

Information visualization

Neural networks (Computer science)

Data processing.

Koyamada, Koji.

Iran

University of Tehran. Library of College of Science

20240626140315.0

rda

UT_SCI_BL_DB_1004982_0002.pdf

e

BL

278840

a

Y