Here are 10 project ideas that can help you build a strong portfolio and gain practical experience in data science

Predictive Analytics for Sales

Customer Segmentation

Sentiment Analysis for Social Media

Recommendation System

Fraud Detection

Healthcare Data Analysis

Image Classification

Natural Language Processing (NLP) for Text Summarization

Credit Scoring Model

Time Series Forecasting for Stock Price