SAU Analyze Real Time Data Using Python Computer Programming Task
Description
You are required to work individually to analyze real time data using Python. In this project you will read the real-life dataset from national or international data source on suitable domain. Set 7 objectives to analyze for the chosen data set using Python Pandas, Numpy, SciLearn etc. library. Write a well-structured report that contains executive summary and recommendations on your findings. Skills to be demonstrated: The selected dataset and derived ML Model challenge the student to demonstrate the following skills: • Ability to read data from external files and store data in a Pandas Data Frame • Analyze data Pre process by Sort data, Filter data, Group data, clean data etc. • Perform fundamental Machine Learning (Supervised or Unsupervised) techniques (Curve Fitting, Classification, Clustering and Deep Learning) • Train, optimize and test your model. • Visualize by appropriate plotting/charting Data Sources:
Students are encouraged to select an appropriate dataset from any of the open data projects including: • USA Open Data Project: https://www.data.gov • European Open Data Project: http://data.europa.eu/euodp/en/home
The dimensions of an appropriate dataset are at least 1000 rows by 10-20 “relevant” columns
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