Data Science: Concepts and Practice 2nd Edition- Ebook PDF Instant Delivery – ISBN(s): 9780128147610,9780128147627, 012814761X, 0128147628
Product details:
- ISBN-10 : 0128147628
- ISBN-13 : 9780128147627
- Author: Vijay Kotu, Bala Deshpande
Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data.
Table contents:
1. Introduction
2. Data Science Process
3. Data Exploration
4. Classification
5. Deep Learning
6. Regression Methods
7. Association Analysis
8. Recommendation Engines
9. Clustering
10. Text Mining (renamed to: Natural Language Processing)
11. Time Series Forecasting
12. Anomaly Detection
13. Feature Selection
14. Model Evaluation
15. Efficient Model Execution
16. Getting Started with RapidMiner
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