Python data analytics : with Pandas, NumPy, and Matplotlib

Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn. This third edition is fully updated for the latest version of Pytho...

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Bibliographic Details
Main Author Nelli, Fabio (Author)
Format Electronic eBook
LanguageEnglish
Published [New York] : Apress, [2023]
EditionThird edition.
SeriesITpro collection
Subjects
Python (Computer program language)
Computer programming.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781484295328
1484295323
9781484295311
1484295315
Physical Description1 online resource (456 pages) : illustrations (black and white, and color).

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TOC from ObalkyKnih.cz
Table of Contents:
  • 1. An Introduction to Data Analysis
  • 2. Introduction to the Python's World
  • 3. The NumPy Library
  • 4. The pandas Library-- An Introduction
  • 5. pandas: Reading and Writing Data
  • 6. pandas in Depth: Data Manipulation
  • 7. Data Visualization with matplotlib
  • 8. Machine Learning with scikit-learn
  • 9. Deep Learning with TensorFlow
  • 10. An Example - Meteorological Data
  • 11. Embedding the JavaScript D3 Library in IPython Notebook
  • 12. Recognizing Handwritten Digits
  • 13. Textual data Analysis with NLTK
  • 14. Image Analysis and Computer Vision with OpenCV
  • Appendix A
  • Appendix B.

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