From Concepts to Code
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From Concepts to Code
Introduction to Data Science
Tashman, Adam P.
Taylor & Francis Ltd
04/2024
367
Dura
Inglês
9781032517957
Pré-lançamento - envio 15 a 20 dias após a sua edição
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1. Introduction 2. Communicating Effectively and Earning Trust 3. Data Science Project Planning 4. An Overview of Data 5. Computing Preliminaries and Setup 6. Data Processing 7. Data Storage and Retrieval 8. Mathematics Preliminaries 9. Statistics Preliminaries 10. Data Transformation 11. Exploratory Data Analysis 12. An Overview of Machine Learning 13. Modeling with Linear Regression 14. Classification with Logistic Regression 15. Clustering with K-Means 16. Elements of Reproducible Data Science 17. Model Risk 18. Next Steps Symbols
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
data literacy;data ethics;machine learning;predictive modeling;artificial intelligence;statistical learning
1. Introduction 2. Communicating Effectively and Earning Trust 3. Data Science Project Planning 4. An Overview of Data 5. Computing Preliminaries and Setup 6. Data Processing 7. Data Storage and Retrieval 8. Mathematics Preliminaries 9. Statistics Preliminaries 10. Data Transformation 11. Exploratory Data Analysis 12. An Overview of Machine Learning 13. Modeling with Linear Regression 14. Classification with Logistic Regression 15. Clustering with K-Means 16. Elements of Reproducible Data Science 17. Model Risk 18. Next Steps Symbols
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
