SEM306DS Data Analysis with Python Assessment Questions

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ASSESSMENT TASKS

Task 1 FORMATIVE TASK Data Analytics in Principle

FORMATIVE TASK

Instruction: Create a Pandas DataFrames and Series, and attach it to this report. Your report must contain the following:

• An outline of different data sources and types that you propose to work on
• Identify and explain the creation of Pandas DataFrames and Series correctly from this range of data sources and file types
• Save a Pandas DataFrame correctly as a CSV, Excel or JSON file.

Task 2 SUMMATIVE TASK Data Analytics in your Organisation

SUMMATIVE TASK

Instruction: Prepare a body of data for a machine learning model, and report back on the process of doing so. Your report must include the following:

• An outline of how the data was organised before preparation (LO 2.1)
• Identify and explain how the quality of the dataset was improved before beginning work (LO 3.1)
• Evaluate the data based on the basic transformation tasks undertaken (LO 4.1, 4.2, 4.3)