Develop a plan to identify and monitor shark activity

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Reference no: EM133864625

Data Management Plan

Part A: Assignment Description

Brief Description
Write a data management plan for ONE of the data science project scenarios given below (in Part B).

Instructions
Using the provided Assignment-2 template document, write a data management (DM) plan. Your assignment should be written in your own words and include proper in-text citations and referencing where appropriate.

Your data management plan should identify data sources and articulate a reasonable approach to data acquisition, cleaning, integration, archival and analysis as applied to your chosen scenario. Consideration should be given to hardware/software and processing requirements. Consider using measured, estimated, or simulated data to demonstrate the kind of data that you anticipate this project will use.

From a high-level perspective describe in English how you anticipate the data will be analysed. You may consider using pseudo code to illustrate this or use Python or a similar programming language if you have the necessary skills. Note that actually analysing data is not a requirement for this assessment.

The goal of this assessment is to demonstrate
expectations related to transactional, reference, master, B.I., and meta-data.
expectations related to data volume, velocity, and variety, veracity, and value
a reasonable approach to data governance
recommendations for data storage, publication, archival, and (if/where appropriate) retirement
strategies to guarantee data quality, security, and privacy
application of the data towards data analysis and how it meets the scenario's goals

Part B: Data Management Plan - Scenarios

Scenario 1: Implementing a Smart-bin system in the City of Kalamunda's town centre
The city of Kalamunda wants to implement a smart-bin system within a 2km radius of the Kalamunda town centre.

Scenario 2: A Plan to better identify and track volunteers at Perth Observatory
The Perth Observatory is a not-for-profit organisation run entirely by volunteers. For lots of reasons, the organisation needs to develop an effective way to track if and when specific volunteers are onsite to do volunteer work at the observatory in Bickley.

Scenario 3: Setting up a contactless menu-ordering table-service at a small local pub/tavern

Scenario 4: Implementing Smart-Park system at Curtin
Curtin wishes to provide a smart-park service/application that uses its existing CCTV technology and a smart-phone application to advise to staff and students arriving onto campus in cars where there are available parking spaces.

Scenario 5: A Plan to identify, monitor and warn of shark activity at a popular Perth beach

There is a perception in Australia and around the world that Perth has some of the highest rates of shark attacks on swimmers in the world. The department of fisheries needs to develop a plan to identify and monitor shark activity close to populated beaches in Perth in order to build a robust warning system.

Reference no: EM133864625

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