Data Science in Practice

Data Science in Practice portes grátis

Data Science in Practice

Alby, Tom

Taylor & Francis Ltd

09/2023

302

Dura

Inglês

9781032505244

15 a 20 dias

Descrição não disponível.
1. Introduction 2. Machine Learning, Data Science and Artificial Intelligence 3. The Anatomy of a Data Science Project 4. Introduction to R 5. Exploratory Data Analysis 6. Forecasting 7. Clustering 8. Classification 9. Other use cases 10. Workflows and Tools 11. Ethical handling of data and algorithms 12. Next Steps after this book? 13. Appendix: Troubleshooting 14. Glossary
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statistical modeling;ethical data use;predictive analytics;clustering algorithms;academic research methods;quantitative analysis;practical data science project workflow