Introduction To Data Science In Python Assignment 1 Answers
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Most of the time, data scientists have to read data files from an external source and write them to a file. This is referred to as a "read-process-write loop." To get an idea, try to do the following in a Python program:
>>> Lots of data scientists make predictions and decisions based on the data they analyze. The best way to learn and prepare for interviews is to actually build predictions and analyses on your own. Try to answer these sample questions on your own and then share your answer in the comments.
The data scientists are trying to get to the bottom of the gender pay discrepancy, so they are trying to find out the reason for the discrepancy. They reasoned that the most likely candidates for the discrepancy were the gender of person’s direct manager and the number of levels that person reports. They agreed that the data scientist would: first, only analyze direct reports, then go up to the top level, and finally go back down to the sources of their information.
My classmates and I discussed the space issue for awhile and realised that most of them are not acquainted with the English language and struggled to either understand the one third of each grade level or the one year per decade of eduation. I decided to make a simple, one page online dictionary for both native speakers and English as a secondary language (ESL) learners. I urge everyone to use the online dictionary and discuss the definitions. d2c66b5586
In this assignment, I tackled the challenge of understanding the gender pay gap through a data science lens. Focusing on variables like the gender of a person's direct manager and the hierarchical structure of reporting levels, I delved into the data to uncover insights. Exploring this real-world scenario not only honed my analytical skills but also provided valuable insights into the complexities of gender pay equity. For further assistance with similar assignments, I recommend seeking law essay help online to ensure comprehensive understanding and effective execution.