This repository contains my solutions and project work for the KPMG AU Data Analytics Virtual Internship offered by Forage. The virtual internship provides a hands-on learning experience in data analytics, allowing participants to gain practical skills and insights into the tasks and challenges faced by professionals at KPMG.
The KPMG AU Data Analytics Virtual Internship is designed to simulate a real-world data analytics project. Participants will work on a fictional client project, analyzing data and providing insights to drive business decisions. The internship offers a comprehensive learning journey, covering various aspects of data analytics, including data quality assessment, exploratory data analysis, data preparation, data visualization, and presentation of findings.
The main objectives of the virtual internship are as follows:
- Gain practical experience in data analysis and visualization.
- Apply data cleaning and preparation techniques to ensure data quality.
- Utilize data analytics tools and techniques for exploratory data analysis.
- Develop meaningful visualizations and dashboards to effectively communicate insights.
- Provide actionable recommendations based on the data analysis to address the client's business challenges.
- 1. Data Quality Assessment: This directory contains:
- the dataset provided for the internship project
- a folder containing the cleaned data in .csv format with its .ipynb file containing the code and documentation
- the merged csv file for data analysis
- solution for the first task in both .docx and .pdf format.
- 2. Data Insights: This directory contains:
- the template for task 2
- the solution for the task in .pptx format
- the 'data analysis' file for the interpretation and charts
- 3. Data Insights and Presentation: This directory includes the visualizations and dashboards created during the internship in .twbx format made with Tableau along with the xlsx files of current and target customers for data analysis.
- Certificate of Completion_Ngondzana Tikum Michael: This contains the certificate of completion from KPMG AU and Forage.
- README.md: This file provides an overview of the internship and repository.
Throughout the virtual internship, I have completed a series of tasks, implementing the necessary data analysis and visualization techniques. Each task is documented in the respective Jupyter Notebook within the first two directories. Additionally, the visualizations and dashboards generated during the internship can be found in the 3. Data Insights and Presentation/ directory.
To explore the solutions and projects in this repository, you can clone the repository locally:
git clone https://https://github.com/Ngondzana/KPMG-AU-Data-Analytics-Internship
Feel free to navigate through the notebooks and visualizations to understand the workflow and the insights derived from the data.
I would like to express my gratitude to KPMG and Forage for providing this virtual internship opportunity and the resources necessary to enhance my data analytics skills. This internship has been a valuable learning experience, allowing me to apply theoretical knowledge to a real-world project.
Please note that the datasets and project materials provided in this repository are for educational purposes only and belong to KPMG and Forage.