Data Science in Practice
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.