↓ Skip to main content
What is this page? Embed badge

Data Science and Predictive Analytics

Overview of attention for book
Cover of 'Data Science and Predictive Analytics'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Motivation
  3. Altmetric Badge
    Chapter 2 Foundations of R
  4. Altmetric Badge
    Chapter 3 Managing Data in R
  5. Altmetric Badge
    Chapter 4 Data Visualization
  6. Altmetric Badge
    Chapter 5 Linear Algebra & Matrix Computing
  7. Altmetric Badge
    Chapter 6 Dimensionality Reduction
  8. Altmetric Badge
    Chapter 7 Lazy Learning: Classification Using Nearest Neighbors
  9. Altmetric Badge
    Chapter 8 Probabilistic Learning: Classification Using Naive Bayes
  10. Altmetric Badge
    Chapter 9 Decision Tree Divide and Conquer Classification
  11. Altmetric Badge
    Chapter 10 Forecasting Numeric Data Using Regression Models
  12. Altmetric Badge
    Chapter 11 Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines
  13. Altmetric Badge
    Chapter 12 Apriori Association Rules Learning
  14. Altmetric Badge
    Chapter 13 k-Means Clustering
  15. Altmetric Badge
    Chapter 14 Model Performance Assessment
  16. Altmetric Badge
    Chapter 15 Improving Model Performance
  17. Altmetric Badge
    Chapter 16 Specialized Machine Learning Topics
  18. Altmetric Badge
    Chapter 17 Variable/Feature Selection
  19. Altmetric Badge
    Chapter 18 Regularized Linear Modeling and Controlled Variable Selection
  20. Altmetric Badge
    Chapter 19 Big Longitudinal Data Analysis
  21. Altmetric Badge
    Chapter 20 Natural Language Processing/Text Mining
  22. Altmetric Badge
    Chapter 21 Prediction and Internal Statistical Cross Validation
  23. Altmetric Badge
    Chapter 22 Function Optimization
  24. Altmetric Badge
    Chapter 23 Deep Learning, Neural Networks
Attention for Chapter 18: Regularized Linear Modeling and Controlled Variable Selection
Altmetric Badge

Citations

dimensions_citation
96 Dimensions

Readers on

mendeley
7 Mendeley
Summary Dimensions citations
So far, Dimensions has found 96 publications that cite this research output.

96

The most recent citing publications are shown below. View all 96 publications that cite this research output on Dimensions.

This page shows the most recent citations of this research output.

Click here to find out how to access more activity.

This page is provided by Altmetric.