Learn about the workflow of practical applications of the Data Science field to improve the skills and create a portfolio. Projects that involve handling end-to-end projects give great insights into data pre-processing, analysis, modelling, and even on how to deploy the solution into production. Here are some exciting project ideas with source code.
House Price Prediction: Employ multiple line regression analysis in order to forecast property’s value depending on location, size, as well as amenities.
Customer Segmentation: Use clustering approach to sort out customers for appropriate marketing strategies.
Credit Card Fraud Detection: Propose a model of classification that can identify doubtful transactions.
Sentiment Analysis: Another advance is in applying natural language processing (NLP) performance to analyse public sentiment from social papers.
Sales Forecasting: Analyse sales data through time series analysis to make future sales forecasts.