Unveiling E-Learning Dynamics: A Udemy Dashboard Analysis

Introduction

In an era where digital education is a keystone for growth and innovation, data stands as the beacon guiding the way. I, Jude Raji, a data analyst with a zeal for educational trends, embarked on a project to unravel the story told by Udemy's wealth of course data. This was a journey into the heart of online learning, seeking to extract the narratives woven within the numbers of enrollments, revenues, and course popularity.

The mission was to crystallize raw data into strategic insights, illuminating which courses kindled the most curiosity and which formats held learners' attention. This exploration was more than a study — it was a map to empower one of the largest learning platforms in navigating the tides of digital education and curating an experience that resonates with learners worldwide.

Problem Statement

As Udemy's repository of courses grows exponentially, so does the challenge of understanding what drives learner engagement and course profitability. With a vast array of subjects, formats, and pricing options, identifying the key factors that contribute to a course's success is not only crucial for content creators but also for the strategic direction of the platform. This project aimed to tackle the pressing question: what patterns and trends in the data can inform Udemy's approach to maximize both learner satisfaction and revenue generation in the competitive landscape of online education?

Task

Complete an Exploratory Data Analysis of Udemy's courses with the following outputs:

• Identify trends in course enrollment and categorize the most popular subjects.
• Assess the correlation between course price, ratings, and enrollment numbers.
• Determine the distribution of course levels (beginner, intermediate, expert) across various subjects.
• Analyze the revenue generation over time to pinpoint peak performance periods.
• Evaluate the impact of course duration on subscriber count and satisfaction.
• Create an extensive dashboard to present to stakeholders.
• Generate a report summarizing the key findings and potential areas for strategic improvement.

Extra Note

One table was provided for this exercise. This table contains 13 fields and 3,676 records: