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- https://eng.libretexts.org/Bookshelves/Computer_Science/Programming_Languages/Python_Programming_(OpenStax)/15%3A_Data_Science/15.00%3A_IntroductionThis page introduces data science, emphasizing its importance in decision-making across sectors like healthcare, business, and education. It details the data science life cycle and provides resources ...This page introduces data science, emphasizing its importance in decision-making across sectors like healthcare, business, and education. It details the data science life cycle and provides resources for using Python to further explore the field.
- https://eng.libretexts.org/Bookshelves/Data_Science/Principles_of_Data_Science_(OpenStax)/01%3A_What_Are_Data_and_Data_Science/1.03%3A_Data_and_DatasetsThis page outlines key learning objectives in data science, focusing on definitions, data types, and structures. It emphasizes the distinction between quantitative and categorical data, structured ver...This page outlines key learning objectives in data science, focusing on definitions, data types, and structures. It emphasizes the distinction between quantitative and categorical data, structured versus unstructured datasets, and various formats like CSV, JSON, and XML. The text details how JSON uses key-value pairs and XML uses tags to represent data attributes.
- https://eng.libretexts.org/Bookshelves/Data_Science/Principles_of_Data_Science_(OpenStax)/10%3A_Reporting_Results/10.00%3A_IntroductionThis page emphasizes the importance of data science reports for evidence-based insights and decision-making. It highlights the need for effective communication of findings to varied audiences and offe...This page emphasizes the importance of data science reports for evidence-based insights and decision-making. It highlights the need for effective communication of findings to varied audiences and offers skills for creating informative reports. Using the diabetes_data.csv dataset, the chapter illustrates how Python can facilitate report creation, featuring a study on coronary heart disease risk factors among Black residents of Virginia.
