Introduction to Data Science : A Python Approach to Concepts, Techniques and Applications /
| Main Authors: | , |
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| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edition: | 1st ed. 2017. |
| Series: | Undergraduate Topics in Computer Science,
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| Subjects: |
Table of Contents:
- Introduction to Data Science
- Toolboxes for Data Scientists
- Descriptive statistics
- Statistical Inference
- Supervised Learning
- Regression Analysis
- Unsupervised Learning
- Network Analysis
- Recommender Systems
- Statistical Natural Language Processing for Sentiment Analysis
- Parallel Computing.