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Bias in Data Science Research

Bias in Data Science Research

Part 1: In the world of Data Science, each scientist has tools and methods of defining the processes in which the data is cleaned, uploaded and the tool that are to be used to extract the information form the data. The article “A Decision Tree for Introductory Data Science“, it discusses some of the parameters that data scientist should consider for use in the future. After reading the article, research the term “bias”. as a scholarly writer it is important to understand the effect that bias can have on your writing. The author identifies two different techniques and two different programing languages used in data science. In your opinion, did the author demonstrate bias in this article?Your paper should be a minimum of four pages, not including the cover page and reference page. The font is Times New Roman, font size should be 12, and the paragraphs are double-spaced. There should be a minimum of three references supporting your observations. Citations and references are to follow APA 7.0.

Essential Activities:

Complete the week’s readings prior to writing this paper.

Notes:

1. Please refer to the rubric on the course information tab for this assignment.
2.   The assignment is due by Wednesday at 11:59 pm (EST).
3.   Each week to earn full points, make sure to include outside sources to support your paper.
4.   All work is to be original.

Part 2) Summary:

In a world that is focused on data, educating those students that are to become data scientist is a challenge. The article “The Promise of Portfolios: Training Modern Data Scientists“, discusses various issue with the type of education and the material that is to be used in the education of future data scientist. After reading the article, Identify three components of a portfolio that you will need as evidence of the skills and talent you might bring to a company looking for a business analyst.Your paper should be a minimum of four pages, not including the cover page and reference page. The font is Times New Roman, font size should be 12, and the paragraphs are double-spaced. There should be a minimum of three references supporting your observations. Citations and references are to follow APA 7.0.

Essential Activities:

Complete the week’s readings prior to writing this paper.

Notes:

1. Please refer to the rubric on the course information tab for this assignment.
2.   The assignment is due by Wednesday at 11:59 pm (EST).
3.   Each week to earn full points, make sure to include outside sources to support your paper.
4.   All work is to be original.

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