Bravita Training Pty Ltd Case Study - Best Innovative Solution - IT Assignment Help

Assignment Task:

Bravita Training Pty Ltd Case Study IT Assignment Help

Background In this assignment you are required to demonstrate and apply the concepts. Following the case study and assignment, continue to role play as the employees of Best Innovative Solution (BIS) Pty Ltd) for investigating and providing solution to the same client – Bravita Training (BT). The dataset about BT has been collected and you are given the dataset for the purpose of applying data analytics. Further information about the dataset is listed below:

• The dataset and header description are stored in two separate files.

• The dataset consists of binary, categorical and numerical data.

• There are 6 different attributes and 2000 cases (or instances).

• There are some missing values in the dataset.

• The dataset covers mainly on the aspect of seminar related data.

1. Data Analytics Answer the following questions:
 Using your knowledge of regression and data exploration, discuss how you would produce a model to predict the likely operating cost for BT. In your
explanations, include the screenshots of using Orange to produce the prediction model.

 As there are some missing values in the dataset, discuss what you would do with these missing values.

In Orange:
• You need to download two files – the dataset (BT-SeminarDataset.csv) and the header description (BT-SeminarDataset-header-description.txt).
• Produce a prediction model as requested in the previous section.
• You need to submit Orange files that could be loaded into Orange without error(s) for testing your prediction model.
• You can zip your Orange files and the report (PDF version) into a single zip file and submit it via the Canvas submission link.

information. It is important to them if the database is able to examine the business projections and trends, to track the performance of employee and to better allocate the hourly paid and full-time employees into different planning and organisation of training seminars. In addition, it is important to leverage the data collected over the years and turn it into actionable insights that eventually bring profits to BT. As such, the new system needs to consider having the capability that supports relationship management with clients and partners such as travel agency and courier service. As a contracted business analyst at Best Innovative Solution (BIS) Pty. Ltd., you are assigned to investigate, design and build a database for BT.

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