75 Data Science Projects with Python

If you are learning Data Science, one of the best strategies you can follow is project-based learning. It will help you master every concept theoretically and practically. So, if you are looking for Data Science projects you should try, this article is for you. In this article, I’ll take you through a list of 75 guided projects to master Data Science with Python.

75 Data Science Projects with Python

Below is a list of 75 guided projects to master Data Science with Python you should try.

Analytics & Insights

1. Netflix Content Strategy Analysis
2. Rainfall Trends in India Analysis
3. Creating a Mutual Fund Investment Plan
4. Audio Data Processing and Analysis
5. Analyzing the Impact of Carbon Emissions
6. Stock Market Portfolio Optimization
7. Price Optimization
8. YouTube Data Collection and Analysis
9. Election Ad Spending Analysis
10. Metro Operations Optimization
11. Customer Price Index Analysis
12. Electric Vehicles Market Size Analysis
13. Impact of Inflation Analysis
14. Price Elasticity of Demand Analysis
15. Cohort Analysis
16. Quantitative Analysis of Stock Market
17. Website Performance Analysis
18. Analyzing Screen Time
19. IPL 2024 RCB vs DC Analysis
20. India vs USA Match Analysis
21. A/B Testing of Themes
22. Food Delivery Cost and Profitability Analysis
23. Customer Lifetime Value Analysis
24. Stock Market Comparison Analysis
25. Customer Acquisition Cost Analysis
26. B2B Courier Charges Accuracy Analysis
27. Air Quality Index Analysis
28. Market Basket Analysis
29. Fitness Watch Data Analysis
30. Customer Satisfaction Analysis
31. Store Sales & Profit Analysis
32. Supply Chain Analysis

AI & ML and Predictive Modelling

1. Hybrid Machine Learning Model
2. Synthetic Data Generation with Generative AI
3. Generative AI Model from Scratch
4. Packaging Machine Learning Models
5. Stock Market Anomaly Detection
6. Dynamic Pricing Strategy
7. Car Insurance Modelling
8. Hypothesis Testing
9. Classification on Highly Imbalanced Data
10. Multivariate Time Series Forecasting
11. Compare Multiple ML Models
12. Demand Forecasting & Inventory Optimization
13. Ads CTR Forecasting
14. End to End Predictive Model
15. Anomaly Detection in Transactions
16. Currency Exchange Rate Forecasting
17. Instagram Reach Analysis & Forecasting
18. Netflix Subscriptions Forecasting
19. Credit Scoring & Segmentation
20. Real Estate Price Prediction
21. Loan Approval Prediction

Deep Learning, NLP, and LLMs

1. Next Word Prediction Model
2. Text Summarization Model using LLMs
3. Document Analysis using LLMs
4. ChatGPT Reviews Analysis
5. App Reviews Sentiment Analysis
6. Code Generation Model using LLMs
7. Video Chaptering
8. Text Generation Model
9. Text Analysis
10. Search Queries Anomaly Detection

Recommendation Systems and User Behavior

1. Music Recommendation System using Spotify API
2. Fashion Recommendation System using Image Features
3. Hybrid Recommendation System
4. Book Recommendation System
5. Dating Recommendations
6. RFM Analysis
7. User Profiling & Segmentation

Data Engineering & Preprocessing

1. Data Collection using APIs
2. ETL Pipeline using PySpark
3. Web Data ETL Pipeline
4. Data Preprocessing Pipeline
5. Build An Analytics Dashboard

Summary

So, if you are learning Data Science, you can follow this list of Data Science projects. It will help you master every concept theoretically and practically. I hope you liked this article on a list of 75 Data Science projects with Python. Feel free to ask valuable questions in the comments section below. You can follow me on Instagram for many more resources.