Make a data model for online beauty store for example Ulta Beauty.Collect data of various beauty products and track which products are being bought and sold.
Read the attached file for requirements.
Explain in detail, what you wanted to work on for your individual project.
Users are able to understand the topic and also how that business/project operates
List and explain areas/events where you might need data for decision making
Identify a RULE in your project
Identify how or what data would you need to provide SUPPORT and CONFIDENCE
for your rule
Explain, how you will calculate SUPPORT, CONFIDENCE and LIFT
What DECISION would you take based on the values related to SUPPORT,
CONFIDENCE and LIFT
Identify if there is a possibility of creating a group/cluster in your project
What criteria/data elements would you use to create clusters
How would you create clusters (concepts only)
How will clustering help you in your project? Explain in terms of the concept
of Heterogenous and Homogenous groups and effective use of the clusters
Decision tree is used to show the effect of categorical input on categorical
output (mostly dichotomous/binary)
What could be the categorical input and output in your project?
How would you measure the effectiveness of effect of the input on output?
Concept of Chi test and p-value
How would you measure the reliability of this model in decision making?
Does Decision Tree help you with decision making in your project?
Used when we need to show the effect of an input in dichotomous/binary
Identify the reason of using odds ratio
How would this be different to what decision tree provides?
Compare between logistic and decision tree, which one would you prefer
Used for any type of input or output
Specify the significance of its ability to use multiple models in single model
How can Neural Network help with better decision making in your project?
How do you collect unstructured data in your project?
How would you utilize text mining to better understand the data you may
have for your project?
How important is it, in your project, to perform text mining and how would
you explain its importance? You need to explain with examples onwhy and
how is text analysis helpful in your project
Social Network Analysis
How would you use the concept of degree, betweenness and closeness
centrality to promote your product/project?
Does SNA have significance in terms of decision making for your project?
Pick what you think helps you most with
Of the 7 models/methods we learned in the course, which one(s) do you think
will help you with decision making in your individual project
List the models and if it hasn’t been explained earlier, explain the reason for
Social Network Analysis
Pick what you think helps you most with decision making
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.Read more
Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.Read more
Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.Read more
Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.Read more
By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.Read more