LibGuides: ANA200: Module 1

Lesson 1 Resources

A Hands-on Introduction to Data Science
Shah, C. (2020). A Hands-On Introduction to Data Science. Cambridge University Press.
Read Appendix G: Data Science Jobs

A Very Short History of Data Science – Forbes
A Very Short History Of Data Science. (n.d.). Retrieved August 12, 2022, from http://www.mat.ufrgs.br/~viali/estatistica/mat2274/material/textos/A%20Very%20Short%20History%20Of%20Data%20Science%20-%20Forbes.pdf
An article from Forbes magazine summarizing the history and development of data science.
Applied Data Science: Lessons Learned for the Data-Driven Business
Braschler, M., Stadelmann, T., & Stockinger, K. (Eds.). (2019). Applied data science: Lessons learned for the data-driven business. Springer International Publishing AG.
Read Chapter 8, pg. 101-130: What is Data Science? A thought-provoking article from Professor Brodie of MIT Computer Science and Artificial Intelligence Laboratory addresses the opportunities, state-of-the-art, and research challenges for the emerging disciplines of data science.
Joy of Data - a BBC Documentary
Films Media Group. (2016). Joy of data. Films On Demand. Retrieved September 21, 2022, from https://fod.infobase.com/PortalPlaylists.aspx?wID=102577&xtid=145166.
A video documentary by BBC covering the history of data science, describing the important figures that transformed the field, and touching on the ethical questions of using personal data for smart cities.
Data Science Process/ Data Science Life Cycle
Medona, A. C. V. (2021). Data Science Process/ Data Science Life Cycle [YouTube Video]. In YouTube. https://www.youtube.com/watch?v=REOUnegXUJU
What Data Scientists Really Do, According to 35 Data Scientist
What Data Scientists Really Do, According to 35 Data Scientists. (2018, August 15). Harvard Business Review. https://hbr.org/2018/08/what-data-scientists-really-do-according-to-35-data-scientists
What Is a Data Scientist? Salary, Skills, and How to Become One
What Is a Data Scientist? Salary, Skills, and How to Become One. (2022). Coursera. https://www.coursera.org/articles/what-is-a-data-scientist

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Lesson 1 Optional Resources

2.6 Million Fake Faces: AI Generated People May Be The Future Of The Metaverse, Celebrity, And Perhaps ... All Of Us
Koetsier, J. (2021, June 29). 2.6 Million Fake Faces: AI Generated People May Be The Future Of The Metaverse, Celebrity, And Perhaps ... All Of Us. Forbes. https://www.forbes.com/sites/johnkoetsier/2021/04/11/26-million-fake-faces-ai-generated-people-are-the-future-of-the-metaverse-celebrity-and-perhaps--all-of-us/?sh=3791e99cef8d
Designed to Deceive: Do These People Look Real to You?
Designed to Deceive: Do These People Look Real to You? (Published 2020). (2022). The New York Times. https://www.nytimes.com/interactive/2020/11/21/science/artificial-intelligence-fake-people-faces.html
Image Style Transfer Using Convolutional Neural Networks
Gatys, L., Ecker, A., & Bethge, M. (n.d.). Image Style Transfer Using Convolutional Neural Networks. https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf