Perform exploratory data analysis on a publicly available dataset (e.g., IMDB ratings, COVID-19 cases, etc.) using Python, Pandas, and NumPy. Visualize the insights gained from the analysis.
What you'll build
In this project, you will perform exploratory data analysis on a publicly available dataset using Python, Pandas, and NumPy. You will load the dataset, clean and preprocess the data, perform statistical analysis, and visualize the insights gained from the analysis. The project will cover data cleaning and preprocessing, statistical analysis, and data visualization. You will be working with a real-world dataset, such as IMDB ratings or COVID-19 cases. The scope of this project can be further enhanced by adding more advanced analysis, such as machine learning models, or by incorporating more datasets for comparison. This project will be a great addition to your portfolio and has the potential to turn into a business in the future by providing data-driven insights to organizations.
What you'll learn
Roadmap
5 steps · tasks unfold as you work