TIM-8500 V5

Fawcett, T. (2013). Data science for business: What you need to know about data mining and data-analytic thinking. O'Reilly Media.

• Read Chapter 11: The Expected Value Framework: Decomposing the Business Problem and Recomposing the Solution Piece
• Read Chapter 13: Data Science and Business Strategy

Kelleher, J. D., & Tierney, B. (2018). Data science. The MIT Press Essential Knowledge Series.
Kelleher, one of the pioneers in the data science field is sharing an introduction to data science, and the components that constitute it.

• Read Chapter 3: Data Science Ecosystem.

Galvan J.E. (2020). Data Science and Machine Learning with R from A-Z Course [Video]. O’Reilly.
Watch the following sections from Chapter 2: Getting Started With R:

• Getting Started with R
• R Basics
• Working with Files
• R Studio

Yifei L, Wenfeng X. (2017). Implementing a Smart Data Platform. O’Reilly Online Learning.

• Chapter 4. Data Management, Data Engineering, and Data Science Overview

LibGuides: Data Science: Datasets. (2013). Nu.edu. https://resources.nu.edu/c.php?g=666192&p=4715397
This resource provides links and guides for accessing and citing open-source data sets.

Broman, K. W., & Woo, K. H. (2018). Data organization in spreadsheets. The American Statistician, 72(1), 2-10. doi: 10.1080/00031305.2017.1375989
This article offers practical recommendations for organizing spreadsheet data to reduce errors and ease later analyses.

Lee, D.J., & Stvilia, B. (2017). Practices of research data curation in institutional repositories: A qualitative view from repository staff. PLoS ONE, 12(3).

Posit. (2023, September 22). Posit. https://posit.co/download/rstudio-desktop/

Galvan J.E. (2020). Data Science and Machine Learning with R from A-Z Course [Video]. O’Reilly.
Watch the following sections from Chapter 3: Data Types and Structures in R:

• Data Types and Structures in R Section Overview
• Basic Types
• Vectors - Part One

Galvan J.E. (2020). Data Science and Machine Learning with R from A-Z Course [Video]. O’Reilly.
Watch Data Science Job Roles in Chapter 1: Data Science and Machine Learning Course Introduction
Watch the following sections from Chapter 2: Getting Started With R:

• Getting Started with R
• R Basics
• Working with Files
• R Studio

Galvan J.E. (2020). Data Science and Machine Learning with R from A-Z Course [Video]. O’Reilly.
Watch Data Preprocessing Introduction in Chapter 10: Data Preprocessing