10 Data Science Project Ideas To Try From Beginner to Advanced

1. Exploratory Data Analysis (EDA): Analyze and visualize data to uncover patterns.

2. Sentiment Analysis: Classify opinions in text data as positive, negative, or neutral.

3. Predictive Analytics: Build models to forecast trends or outcomes based on historical data.

4. Image Recognition: Develop algorithms to classify and interpret images.

5. Natural Language Processing (NLP): Analyze and generate text using machine learning techniques.

6. Recommendation Systems: Create algorithms to suggest items based on user preferences.

7. Time Series Analysis: Predict future values based on past trends in time-stamped data.