Data science
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PROJECT
Deadline: Sunday 05/12/2021 @ 23:59
[Total Mark for this Project is 10]
System Integration
IT440
College of Computing and Informatics
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Question One
2 Marks
Learning Outcome(s):
LO1: Recognize the System Engineering standards, System Architecture, and Enterprise Information Architecture.
Select two datasets from UCI Machine Learning Repositories or from Saudi Arabia government dataset. Download them from the links given below.
(http://archive.ics.uci.edu/ml/) (https://data.gov.sa/Data/en/dataset)
OR use your own dataset if available.
Provide all the details about the datasets you downloaded. For example, mention the name, description, number of instances, and number of attributes of the datasets.
Additionally, perform some basic preprocessing to the dataset like data cleaning / Data reduction /Normalization (if exist or required).
Question Two
3 Marks
Learning Outcome(s):
LO2: Identify the System Requirements and System Design components.
LO6: Demonstrate ability to think independently and systematically on developing a level of confidence in creating and building the Enterprise Information Architecture for Enterprise System Integration.
Then using Google Data Studio for Exploratory Data Analysis (EDA) = Data investigation / Data Exploration / Data Visualization.
The following video on youtube.com might be very helpful.
While working with the dataset, you are required to provide all the steps you followed along with screen shots in sequence.
Question Three
5 Marks
Learning Outcome(s):
LO2: Identify the System Requirements and System Design components.
LO4: Evaluate the system and examine the elements of Functional Analysis.
LO5: Adopt a systems perspective when making integration and test decisions that affect the determination of performance, development time, or total ownership cost of the system.
You are required to provide a small dashboard that integrates data from the two datasets and present it on single screen and in the same table. Mention all the steps you followed along with the screen shots.