7 Must-Try Data Science Projects for Aspiring Experts

Manikandan

Image Source: ideogram

1. Scrape IMDb Movie Data

Learn to extract movie info like ratings and genres from IMDb using Python and BeautifulSoup.

Image Source: ideogram

2. Create a Personal Expense Tracker

Organize expenses and analyze spending patterns with pandas in this beginner data project.

Image Source: ideogram

3. Build a Real-Time Weather Dashboard

Fetch weather data using APIs and visualize trends with interactive charts.

Image Source: ideogram

4. E-commerce Sales Dashboard

Visualize e-commerce sales, top products, and trends with an interactive dashboard.

Image Source: ideogram

5. Sentiment Analysis on Tweets

Analyze tweet sentiments using Python’s TextBlob and Tweepy libraries.

Image Source: ideogram

6. Customer Segmentation Model

Group customers by behavior with K-Means clustering for targeted marketing.

Image Source: ideogram

7. Deploy an ML Model with FastAPI

Serve your machine learning model as an API and containerize it with Docker.

Why Artificial Intelligence is Important for Students?