Practical business analytics using R...
Hodeghatta, Umesh R.

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  • Practical business analytics using R and Python = solve business problems using a data-driven approach /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Practical business analytics using R and Python/ by Umesh R. Hodeghatta, Umesha Nayak.
    其他題名: solve business problems using a data-driven approach /
    作者: Hodeghatta, Umesh R.
    其他作者: Nayak, Umesha.
    出版者: Berkeley, CA :Apress : : 2023.,
    面頁冊數: xxv, 706 p. :ill., digital ;24 cm.
    內容註: Section 1: Introduction to Analytics -- Chapter 1: Business Analytics Revolution -- Chapter 2: Foundations of Business Analytics -- Chapter 3: Structured Query Language (SQL) Analytics -- Chapter 4: Business Analytics Process -- Chapter 5: Exploratory Data Analysis (EDA) -- Chapter 6: Evaluating Analytics Model Performance -- Section II: Supervised Learning and Predictive Analytics -- Chapter 7: Simple Linear Regressions -- Chapter 8: Multiple Linear Regressions -- Chapter 9: Classification -- Chapter 10: Neural Networks -- Chapter 11: Logistic Regression -- Section III: Time Series Models -- Chapter 12: Time Series - Forecasting -- Section IV: Unsupervised Model and Text Mining -- Chapter 13: Cluster Analysis -- Chapter 14: Relationship Data Mining -- Chapter 15: Mining Text and Text Analytics -- Chapter 16: Big Data and Big Data Analytics -- Section V: Business Analytics Tools -- Chapter 17: R programming for Analytics -- Chapter 18: Python Programming for Analytics.
    Contained By: Springer Nature eBook
    標題: Decision making - Data processing. -
    電子資源: https://doi.org/10.1007/978-1-4842-8754-5
    ISBN: 9781484287545
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