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.