The fundamentals of people analytics : with applications in R /
Human capital is an organization's most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making signific...
| Hlavní autor: | |
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| Médium: | Licensed eBooks |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer,
[2023]
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| On-line přístup: | https://link.springer.com/book/10.1007/978-3-031-28674-2 |
Obsah:
- 1. Getting Started
- 2. Introduction to R
- 3. Introduction to SQL
- 4. Research Design
- 5. Measurement & Sampling
- 6. Data Preparation
- 7. Descriptive Statistics
- 8. Statistical Inference
- 9. Analysis of Differences
- 10. Linear Regression
- 11. Linear Model Extensions
- 12. Logistic Regression
- 13. Predictive Modeling
- 14. Unsupervised Learning
- 15. Data Visualization
- 16. Data Storytelling.