Data Reduction and Analysis

Data Reduction and Analysis
PDF
  • eBook:
    Data Reduction and Analysis
  • Author:
    U.S Raghavender
  • Edition:
    -
  • Categories:
  • Data:
    December 1, 2018
  • ISBN:
    1773613707
  • ISBN-13:
    9781773613703
  • Language:
    English
  • Pages:
    278 pages
  • Format:
    PDF

Book Description
Data Reduction and Analysis examines various aspects of data analysis including brief overview of data environment. It starts with establishing a clear picture of statistics to data science with Python and R. It comprise concepts of data analysis and error analysis. Provides the reader with insights into the reduction and analysis of data in order to develop a deep understanding of given data. Additionally, includes appendices on SciPy for Statistics, Statistical Testing, and Pandas.

Content

Chapter 1. Data Environment
Chapter 2. Statistics: A Primer
Chapter 3. Data Analysis – Concepts
Chapter 4. Data Science With Python And R
Chapter 5. Error Analysis
Chapter 6. Principal Component Analysis
Chapter 7. Cluster Analysis
Chapter 8. Dimensionality Reduction
Chapter 9. Regression
Chapter 10. Sentiment Analysis
Chapter 11. Support Vector Machines

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