Data science : concepts and practice /: concepts and practice. (2018)
- Record Type:
- Book
- Title:
- Data science : concepts and practice /: concepts and practice. (2018)
- Main Title:
- Data science : concepts and practice
- Further Information:
- Note: Vijay Kotu, Bala Deshpande.
- Authors:
- Kotu, Vijay
Deshpande, Balachandre - 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
- Edition:
- Second edition
- Publisher Details:
- Amsterdam : Morgan Kaufmann
- Publication Date:
- 2018
- Extent:
- 1 online resource
- Subjects:
- 006.312
Data mining
Business -- Data processing - Languages:
- English
- ISBNs:
- 9780128147627
- Related ISBNs:
- 9780128147610
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.365225
- Ingest File:
- 01_337.xml