Multivariate Analysis and Machine Learning Techniques Feature Analysis in Data Science Using Python /
This book offers a comprehensive first-level introduction to data analytics. The book covers multivariate analysis, AI / ML, and other computational techniques for solving data analytics problems using Python. The topics covered include (a) a working introduction to programming with Python for data...
-д хадгалсан:
| Үндсэн зохиолч: | |
|---|---|
| Байгууллагын зохиогч: | |
| Формат: | Цахим Цахим ном |
| Хэл сонгох: | англи |
| Хэвлэсэн: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2025.
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| Хэвлэл: | 1st ed. 2025. |
| Цуврал: | Transactions on Computer Systems and Networks,
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| Нөхцлүүд: | |
| Онлайн хандалт: | https://doi.org/10.1007/978-981-99-0353-5 |
| Шошгууд: |
Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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Агуулга:
- Chapter 1: Introduction
- Chapter 2: Python for Data Analytics – A Quick Tour
- Chapter 3: Probability
- Chapter 4: Statistical Concepts
- Chapter 5: Correlation and Regression
- Chapter 6: Classification
- Chapter 7: Factor Analysis
- Chapter 8: Cluster Analysis
- Chapter 9: Survival Analysis
- Chapter 10: Computational Techniques
- Chapter 11: Machine Learning.