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Cleaning Bank Marketing Campaign Data

IntermediateSkill Level
4.8+
1,901 reviews
Updated 04/2024
Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.
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PythonProgramming
30 min
1 Task
1,500 XP
23,627

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Project Description

Cleaning Bank Marketing Campaign Data

Data cleaning is an essential skill for data engineers, encompassing reading, modifying, splitting, and storing data. In this notebook, you will apply your data-cleaning skills to process information about marketing campaigns run by a bank.You will need to modify values, add new features, convert data types, and save data into multiple files.

Cleaning Bank Marketing Campaign Data

Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.
Start Project
  • 1

    Use your data-cleaning skills to modify and process bank marketing campaign data!

Don’t just take our word for it

*4.8
from 1,901 reviews
84%
16%
0%
0%
0%
  • Taiye
    22 minutes ago

  • Ivan John Lloyd
    10 hours ago

  • Quang Tín
    12 hours ago

  • Katherin Vanessa
    12 hours ago

  • Katherin Vanessa
    12 hours ago

  • Moch Riyadi
    16 hours ago

Taiye

Ivan John Lloyd

Quang Tín

FAQs

Is this project suitable for beginners?

Yes, this project is suitable for beginners. If you are new to data cleaning and database design, this is an excellent project to start with.

What is the programming language of this project?

This project is written in Python.

Can I add this project to my Data Portfolio?

Yes, you can add this project to your Data Portfolio after completion.

Do I need to download any software to complete this project?

No, you do not need to download any additional software as the full project can be completed using DataCamp Workspace.

What data cleaning skills are required?

This project requires basic data cleaning skills including data loading, transformation, cleansing and preprocessing.

What is PostgreSQL?

PostgreSQL is an open source object-relational database system developed by the PostgreSQL Global Development Group.

What kind of tables do I need to produce?

For this project, you will need to produce tables in a PostgreSQL database to hold information about bank marketing campaigns.

What will these tables contain?

The tables in this project will contain information about bank marketing campaigns such as customer demographics, target markets, and marketing strategies.

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