Data Science Concepts and Techniques with Applications [E-Book] / by Usman Qamar, Muhammad Summair Raza.
This textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The fir...
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Full text |
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Personal Name(s): | Qamar, Usman, author |
Raza, Muhammad Summair, author | |
Edition: |
2nd edition 2023. |
Imprint: |
Cham :
Springer,
2023
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Physical Description: |
XXIV, 474 pages 70 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783031174421 |
DOI: |
10.1007/978-3-031-17442-1 |
Subject (LOC): |
- 1. Introduction
- 2. Applications of Data Science
- 3. Widely Used Techniques in Data Science Applications
- 4. Data Preprocessing
- 5. Classification
- 6. Clustering
- 7. Text Mining
- 8. Deep Learning
- 9. Frequent Pattern Mining
- 10. Regression Analysis
- 11. Data Science Programming Language
- 12. Practical Data Science with WEKA.