Data Science
portes grátis
Data Science
A First Introduction
Timbers, Tiffany; Campbell, Trevor; Lee, Melissa
Taylor & Francis Ltd
07/2022
456
Dura
Inglês
9780367532178
15 a 20 dias
1002
Descrição não disponível.
1. R and the tidyverse, 2. Reading in data locally and from the web, 3. Cleaning and wrangling data, 4. Effective data visualization, 5. Classification I: training & predicting, 6. Classification II: evaluation & tuning, 7. Regression I: K-nearest neighbors, 8. Regression II: linear regression, 9. Clustering, 10. Statistical inference, 11. Combining code and text with Jupyter, 12. Collaboration with version control, 13. Setting up your computer
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Jupyter Notebooks;machine learning;unsupervised learning;data mining;Data Frame;KNN Classification;Scatter Plot;Version Control;Tidy Data;Bar Plots;House Sale Price;Plain Text Files;Data Frame Object;Plain Text Editor;Ggplot Function;Test Data Set;House Size;Neighbors Classification;Training Data;Straight Line Distance;Apartment Listings;Tabular Data;Filter Rows;Select Function;Merge Conflict;Remote Repository;Airbnb Listings;Multivariable Linear Regression
1. R and the tidyverse, 2. Reading in data locally and from the web, 3. Cleaning and wrangling data, 4. Effective data visualization, 5. Classification I: training & predicting, 6. Classification II: evaluation & tuning, 7. Regression I: K-nearest neighbors, 8. Regression II: linear regression, 9. Clustering, 10. Statistical inference, 11. Combining code and text with Jupyter, 12. Collaboration with version control, 13. Setting up your computer
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Jupyter Notebooks;machine learning;unsupervised learning;data mining;Data Frame;KNN Classification;Scatter Plot;Version Control;Tidy Data;Bar Plots;House Sale Price;Plain Text Files;Data Frame Object;Plain Text Editor;Ggplot Function;Test Data Set;House Size;Neighbors Classification;Training Data;Straight Line Distance;Apartment Listings;Tabular Data;Filter Rows;Select Function;Merge Conflict;Remote Repository;Airbnb Listings;Multivariable Linear Regression
