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Explore Python built-in tools.

Examine Python versions, available system interfaces, built-in tools, and user-defined modules.

GEL-4.03: Understand patterns of human behavior based upon real world observation.
allows you to research and reflect on the role of programming in understanding patterns of human behavior. There are many tools in the Python programming language that make processing large volumes of data easier so that patterns can be detected to make better business decisions.

Instructions:

Research the following and write a 2- to 3-page double-spaced paper (not including the title and reference pages) addressing the following:

Define big data.

Reference Introducing Data Science: Big Data, Machine Learning, and More, Using Python Tools, Chapter 1: Data Science in a Big Data World, or other scholarly resource.

Discuss the role of languages like Python in the analysis of big data, such as, but not limited to, a grocery store database of purchases.

How can software determine patterns of human behavior from this data?

How does this information affect business decisions?

What tools are available in Python to analyze data? List at least three.

Reference Introducing Data Science: Big Data, Machine Learning, and More, Using Python Tools, Chapter 3: Machine Learning / 3.1.3 Python Tools Used in Machine Learning; Python.org documentation; or other resources.

Select one specific tool and examine a hypothetical scenario where it would be used in analyzing data to determine a pattern.

Describe the tool and share a documentation resource.

Describe the hypothetical scenario where this tool could be used.

Sample Solution

Fourthly, Vittola inquiries upon whose authority can request a statement of war, where he infers any province can do battle, however more significantly, "the sovereign" where he has "the normal request" as indicated by Augustine, and all authority is given to him. This is additionally upheld by Aristotle's Politics ((1996), Page 28): 'a ruler is the normal unrivaled of his subjects.' However, he truly does later stress to place all confidence in the sovereign is off-base and has results; an exhaustive assessment of the reason for war is expected alongside the readiness to arrange rival party (Begby et al (2006b), Page 312& 318). This is upheld by the activities of Hitler are considered unfairly. Additionally, in this day and age, wars are not generally battled exclusively by states yet additionally non-state entertainers like Al-Queda and ISIS, showing Vittola's regularizing guarantee on power is obsolete. This is additionally upheld by Frowe's case that the pioneer needs to address individuals' inclinations, under genuine power, which joins on to the fourth condition: Public statement of war. Concurred with many, there should be an authority declaration on a formal statement of war (Frowe (2011), Page 59-60&63). At last, the most dubious condition is that wars ought to have a sensible likelihood of coming out on top. As Vittola emphasized, the point of war is to lay out harmony and security; getting the public great. On the off chance that this can't be accomplished, Frowe contends it would be smarter to give up to the adversary. This can be legitimate on the grounds that the expenses of war would have been greater (Frowe (2011), Page 56-7). Therefore, jus promotion bellum involves a few circumstances yet in particular: noble motivation and proportionality. This gives individuals an aide regardless of whether entering a war is legitimate. Nonetheless, this is just a single piece of the hypothesis of the simply war. In any case, it very well may be seen over that jus promotion bellum can be bantered all through, showing that there is no conclusive hypothesis of a simply battle, as it is normatively speculated.
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