Analyse the dataset pertaining to diabetes

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Reference no: EM132975873

DATA4800 Artificial Intelligence and Machine Learning - Kaplan Business School

Assessment - Group Case Study and Individual Exercise

Your Task
Group Component: Analyse the dataset pertaining to diabetes in a segment of the population that will be provided. Discuss the findings and present insights to the class.

Individual Component: Individually summarise the learnings and suggest additional techniques in a brief report.

Background: We have explored a number of Machine Learning techniques in class. We also observed that that it is possible to abstract these methods using a tool such as Spotfire that has menu driven implementations.
In this assessment you will create a machine learning model that can describe the data and report of the characteristics of the model and its potential for predicting future cases.

Part A

As a group:
• Load the dataset into Spotfire or your preferred machine learning method
• Create plots that would enable you to assess the characteristics of data
• Create notes for the presentation). As individuals,
1. Write dot points on this section in your own words (100 words)

Part B
As a group:
Select and appropriate machine learning method, create a model and run the model:
1. What is an appropriate machine learning method to predict diabetes in a patient?
2. What was your output from running the model (accuracy, ROC curve)?
3. Discuss what other methods you could use for prediction?
4. Create notes for presentation

As individuals,
• Write dot points in your own words on the forecasting techniques (200 words).

Part C
As a group, prepare a presentation (10 minutes):
• Present your answers to questions 1-4 from Part B
• You are encouraged to use the BI tool as a method of presentation
• Include key findings
• Highlight methodology.
• All members of the group should be involved in the presentation

As individuals,
• Write dot points in your own words on ways in which the dataset, visualisations and forecasts could be improved (200 words).

Attachment:- Artificial Intelligence and Machine Learning.rar

Reference no: EM132975873

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Reviews

len2975873

8/27/2021 11:36:35 PM

please read the assessment carefully i had done group presentation and questions.. what you need to do is under the group questions there is written as individual you need to answer that question there are part a, b, c so 3 questions of individual part. i already attached my presentation in word and ppt format please go through with that and answer the individual part only please don''t give the answer in general. please answer according to slides we use in ppt and word document

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