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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)