Prepare the dataset for analysis

Assignment Help Database Management System

Reference no: EM133797059

Problem: Creating a Cluster using a Dataset

1) Prepare the dataset for analysis. In this analysis, we use "pclass", "fare", "age", "sex", "embarked" as input variables. Perform necessary cleaning and transformation.

2) Implement the 2 clustering algorithms - K-means and Hierarchical Clustering, and add the cluster labels to the dataset as a new column. Set # of clusters = 3 for both algorithms. Get the instant assignment help.

3) For K-mean algorithm, make an Elbow plot using K from 1 to 20 and calculate the WCSS. Show the plot and answer the question "which K should we choose". You can modify the code I provided in the class - no need to write your own from scratch.

Reference no: EM133797059

Questions Cloud

How frequently you notice missing products changes : List three products that you can purchase at a local store that are only available due to global trade and discuss the impact of global trade on local store.

Develop an information system design : MIS5105 Systems Analysis and Design, Apex Australia Higher Education - Develop an information system design that address a set of functional and non-functional

In what ways was a mixed methods case study appropriate : In what ways (discuss a minimum of 5) was a Mixed Methods Case Study appropriate for investigating the construct(s) or variable(s) of interest?

Healthcare facility : A healthcare facility that requires all colleagues to wear an identification badge containing their first name, job title,

Prepare the dataset for analysis : Prepare the dataset for analysis. In this analysis, we use pclass, fare, age, sex, embarked as input variables. Perform necessary cleaning and transformation.

Maternal nutrition affect maternal and fetal health : How does maternal nutrition affect maternal and/or fetal health? Provide specific examples.

Improve patient care quality and safety : Describe the process of root cause analysis (RCA), and how it is used in healthcare to improve patient care quality and safety.

Factors of success for it professionals assessment : Determine the factors of success for IT professionals that align with the expectations of diverse stakeholders - Write an email to your manager, summarising

Develop strategies for advocating for student success : They will develop a master schedule and develop strategies for advocating for student success.

User Account

All Pages