Joseph Yeates & John Lee – CFI Education – Python Fundamentals Case Study

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Description

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Joseph Yeates & John Lee – CFI Education – Python Fundamentals Case Study
Python Fundamentals Case Study

Take on the role of a data analyst using Python to answer a series of business questions.

Import, transform, and clean raw data in Python
Analyze real-world data to provide answers to business questions
Visualize the data to generate insights and support decision making

Overview

Python Fundamentals Case Study

In this case study, you’ll be placed into the role of a data analyst at a clothing retail company. You’ll be helping them to understand their sales patterns, transactions, and information about their products by exploring multiple data frames.
Through this case, you’ll answer business questions and develop visualizations to take back to business leaders for their decision-making. This case study uses the knowledge you gained in Python Fundamentals to test your skills on the job.
Tableau Fundamentals Case Study Learning Objectives

Upon completing this course, you will be able to:

Write and execute Python code to create variables, generate outputs, apply various operators, and manipulate different types of data
Capture and transform data using the Numpy and Pandas packages
Respond to a range of business questions from simple to complex
Visualize data to share insights to business leadership

Who should take this course?

This Python case study is perfect for those who want to put their knowledge about Python into practice with selected, real-life scenarios. This makes the course a great follow-up to CFI’s Python Fundamentals.
What you’ll learn
Introduction

Course Introduction

Downloadable Materials
Load & Clean Data

Chapter Introduction – Load & Clean Data

Load & Explore Data

Clean Data

Transform Data
Analyze & Visualize Data

Chapter Introduction – Analyze & Visualize Data

Analyze Data

Visualize Data
Case Study Summary

Course Summary
Qualified Assessment

Qualified Assessment