Data Science: Concepts and Practice Vijay Kotu & Bala Deshpande

Data Science: Concepts and Practice Vijay Kotu & Bala Deshpande – Ebook Instant Download/Delivery ISBN(s): 9780128147610,012814761X, 9780128147627, 0128147628

Product details:

• ISBN 10: 0128147628
• ISBN 13: 9780128147627
• Author: Vijay Kotu; Bala Deshpande

Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions.

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. Regression Methods
6. Association Analysis
7. Clustering
8. Model Evaluation
9. Text Mining
10. Deep Learning
11. Recommendation Engines
12. Time Series Forecasting
13. Anomaly Detection
14. Feature Selection
15. Getting Started with RapidMiner

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