Below is a list of 300+ Data Science projects with Python that you can try as a beginner.
| Sr. No. | Projects Name | Description | Dataset Used | Notebook/Code | Blog |
|---|---|---|---|---|---|
| 01. | Electric Vehicles Market Size Analysis | ||||
| 02. | Music Recommendation System using Spotify API | ||||
| 03. | Website Performance Analysis | ||||
| 04. | Data Collection using APIs (for Data Engineers) | ||||
| 05. | Fashion Recommendation System using Image Features | ||||
| 06. | User Profiling & Segmentation | ||||
| 07. | Food Delivery Cost and Profitability Analysis | ||||
| 08. | Delhi Metro Network Analysis | ||||
| 09. | Quantitative Analysis of Stock Market | ||||
| 10. | Statistical Modelling | ||||
| 11. | Health Monitoring & Analysis | ||||
| 12. | Stock Market Anomaly Detection | ||||
| 13. | Hypothesis Testing | ||||
| 14. | End to End Predictive Model | ||||
| 15. | Multivariate Time Series Forecasting | ||||
| 16. | Classification on Highly Imbalanced Data | ||||
| 17. | Compare Multiple ML Models | ||||
| 18. | EDA for Feature Selection | ||||
| 19. | Build An Analytics Dashboard | ||||
| 20. | Text Generation Model | ||||
| 21. | Car Insurance Modelling | ||||
| 22. | App Reviews Sentiment Analysis | ||||
| 23. | Cohort Analysis | ||||
| 24. | Real Estate Price Prediction | ||||
| 25. | Ads CTR Forecasting | ||||
| 26. | Stock Market Comparison Analysis | ||||
| 27. | Netflix Subscriptions Forecasting | ||||
| 28. | Search Queries Anomaly Detection | ||||
| 29. | Text Analysis | ||||
| 30. | Consumer Behaviour Analysis | ||||
| 31. | Air Quality Index Analysis | ||||
| 32. | Market Basket Analysis | ||||
| 33. | Book Recommendation System | ||||
| 34. | Fitness Watch Data Analysis | ||||
| 35. | Demand Forecasting & Inventory Optimization | ||||
| 36. | Customer Acquisition Cost Analysis | ||||
| 37. | Dating Recommendations | ||||
| 38. | Anomaly Detection in Transactions | ||||
| 39. | Credit Scoring & Segmentation | ||||
| 40. | Next Word Prediction Model | ||||
| 41. | Dynamic Pricing Strategy | ||||
| 42. | Web Data ETL Pipeline | ||||
| 43. | Demand Forecasting & Inventory Optimization | ||||
| 44. | A/B Testing of Themes | ||||
| 45. | Data Preprocessing Pipeline | ||||
| 46. | User Engagement Analysis | ||||
| 47. | RFM Analysis | ||||
| 48. | Stock Market Performance Analysis | ||||
| 49. | Hybrid Recommendation System | ||||
| 50. | B2B Courier Charges Accuracy Analysis | ||||
| 51. | Currency Exchange Rate Forecasting | ||||
| 52. | Instagram Reach Analysis & Forecasting | ||||
| 53. | Retail Price Optimization | ||||
| 54. | Loan Approval Prediction | ||||
| 55. | Supply Chain Analysis | ||||
| 56. | End to End Chatbot | ||||
| 57. | Store Sales & Profit Analysis | ||||
| 58. | Customer Lifetime Value Analysis | ||||
| 59. | Exploratory Data Analysis | ||||
| 60. | Accelerometer Data Analysis | ||||
| 61. | Recession Analysis | ||||
| 62. | Demand & Supply Analysis | ||||
| 63. | Data ETL Pipeline | ||||
| 64. | Algorithmic Trading | ||||
| 65. | Food Delivery Time Prediction | ||||
| 66. | A/B Testing | ||||
| 67. | Credit Score Classification | ||||
| 68. | App User Segmentation | ||||
| 69. | Text Emotions Classification | ||||
| 70. | T20 World Cup 2022 Analysis | ||||
| 71. | Weather Forecasting | ||||
| 72. | Topic Modelling | ||||
| 73. | Ads Click Through Rate Prediction | ||||
| 74. | Survey Analysis | ||||
| 01. | Fashion Recommendation System | ||||
| 01. | Twitter Timeline in the Stock Market Analysis | ||||
| 01. | Screen Time Analysis | ||||
| 01. | Stock Market Analysis | ||||
| 01. | Social Progress Index Analysis | ||||
| 01. | Job Recommendation System | ||||
| 01. | Consumer Complaint Classification | ||||
| 01. | Business Forecasting | ||||
| 01. | News Recommendation System | ||||
| 01. | iPhone Sales Analysis | ||||
| 01. | Salary Prediction | ||||
| 01. | Flipkart Sale Analysis | ||||
| 01. | Credit Card Clustering | ||||
| 01. | Diamond Price Analysis and prediction | ||||
| 01. | Step by Step NLP with Python | ||||
| 01. | Netflix Recommendation System | ||||
| 01. | House Rent Prediction | ||||
| 01. | Password Strength Checker with Machine Learning | ||||
| 01. | Classification Model Evaluation | ||||
| 01. | Spam Comments Detection | ||||
| 01. | Website Traffic Forecasting | ||||
| 01. | Complete Process of NLP with Python | ||||
| 01. | Restaurant Recommendation System | ||||
| 01. | Online Food Order Prediction | ||||
| 01. | Virat Kohli Performance Analysis | ||||
| 01. | Book Recommendation System | ||||
| 01. | Time Series Forecasting with ARIMA | ||||
| 01. | Smartwatch Data Analysis | ||||
| 01. | IPL 2022 Analysis using Python | ||||
| 01. | Instagram Recommendation System | ||||
| 01. | MNIST Digits Classification | ||||
| 01. | Covid-19 Spread and Impacts Analysis | ||||
| 01. | Instagram Reach Analysis and Prediction | ||||
| 01. | Tinder Reviews Sentiment Analysis | ||||
| 01. | Student Marks Prediction | ||||
| 01. | Online Payments Fraud Detection | ||||
| 01. | Waiter Tips Analysis & Prediction | ||||
| 01. | Tiktok Reviews Sentiment Analysis | ||||
| 01. | Clustering Music Genres with Machine Learning | ||||
| 01. | Ukraine vs Russia Twitter Sentiment Analysis | ||||
| 01. | Stock Price Prediction | ||||
| 01. | Cryptocurrency Price Prediction for the next 30 days | ||||
| 01. | Breast Cancer Survival Prediction | ||||
| 01. | Covid-19 Deaths Prediction | ||||
| 01. | Flipkart Reviews Sentiment Analysis | ||||
| 01. | Stock Price Prediction with LSTM Neural Network | ||||
| 01. | Future Sales Prediction | ||||
| 01. | Article Recommendation System | ||||
| 01. | Netflix Stock Price Prediction | ||||
| 01. | Time Series Analysis | ||||
| 01. | Classification with Neural Networks | ||||
| 01. | Stress Detection | ||||
| 01. | AlexNet Neural Network Architecture | ||||
| 01. | Visualizing a Machine Learning Algorithm | ||||
| 01. | Training and Giving Inputs to a Machine Learning Model | ||||
| 01. | Product Demand Prediction | ||||
| 01. | Electricity Price Prediction | ||||
| 01. | Language Detection | ||||
| 01. | Adding Labels to a Dataset for Sentiment Analysis | ||||
| 01. | Pfizer Vaccine Sentiment Analysis | ||||
| 01. | News Classification | ||||
| 01. | Omicron Variant Sentiment Analysis | ||||
| 01. | Iris Flower Classification | ||||
| 01. | Water Quality Analysis | ||||
| 01. | Twitter Sentiment Analysis | ||||
| 01. | Squid Game Sentiment Analysis | ||||
| 01. | Comparison of Classification Algorithms | ||||
| 01. | Tata Motors Stock Price Prediction | ||||
| 01. | Health Insurance Premium Prediction | ||||
| 01. | Movie Rating Analysis for Beginners | ||||
| 01. | Number of Orders Prediction | ||||
| 01. | Apple Stock Price Prediction | ||||
| 01. | Insurance Prediction | ||||
| 01. | Worldwide Billionaires Analysis | ||||
| 01. | Unemployment Analysis | ||||
| 01. | Car Price Prediction Model | ||||
| 01. | Spam Detection | ||||
| 01. | Count Objects in Image | ||||
| 01. | WhatsApp Chats Sentiment Analysis | ||||
| 01. | WhatsApp Chats Analysis | ||||
| 01. | Microsoft Stock Price Prediction | ||||
| 01. | Covid-19 Vaccine Analysis | ||||
| 01. | Video Game Sales Prediction Model | ||||
| 01. | Student Grades Prediction Model | ||||
| 01. | Saving a Machine Learning Model | ||||
| 01. | Uber Trips Analysis | ||||
| 01. | Google Search Analysis | ||||
| 01. | Tesla Stock Price Prediction Model | ||||
| 01. | Financial Budget Analysis | ||||
| 01. | Click-Through Rate Prediction Model | ||||
| 01. | Interactive Language Translator | ||||
| 01. | Language Detection | ||||
| 01. | Create a Chatbot with Python | ||||
| 01. | Best Streaming Service Analysis | ||||
| 01. | Data Science Project on President Heights | ||||
| 01. | Data Science Project on Birth Rate Analysis | ||||
| 01. | Data Science Project on Time Series | ||||
| 01. | Data Science Project on Area and Population | ||||
| 01. | A Complete Machine Learning Project Walkthrough | ||||
| 01. | Text Summarization | ||||
| 01. | Keyword Extraction | ||||
| 01. | Sarcasm Detection | ||||
| 01. | Social Media Followers Prediction | ||||
| 01. | Amazon Product Reviews Sentiment Analysis | ||||
| 01. | Hate Speech Detection | ||||
| 01. | End-to-end Hate Speech Detection System | ||||
| 01. | End-to-end Fake News Detection System | ||||
| 01. | End-to-end Spam Detection System | ||||
| 01. | Hotel Reviews Sentiment Analysis | ||||
| 01. | Real-time Gender Detection System | ||||
| 01. | Dogecoin Price Prediction | ||||
| 01. | Google Play Store Sentiment Analysis | ||||
| 01. | Amazon Alexa Reviews Sentiment Analysis | ||||
| 01. | Social Media Ads Classification | ||||
| 01. | Fake News Detection | ||||
| 01. | End-to-End Machine Learning Model | ||||
| 01. | Gender Detection | ||||
| 01. | Sales Prediction | ||||
| 01. | Currency Exchange Rate Prediction | ||||
| 01. | End-to-end Machine Learning Project | ||||
| 01. | Profit Prediction Model | ||||
| 01. | Automatic Time Series Forecasting | ||||
| 01. | Ted-Talks Recommendation System | ||||
| 01. | Real-time Sentiment Analysis | ||||
| 01. | Amazon Recommendation System | ||||
| 01. | Mobile Price Classification | ||||
| 01. | Future Sales Prediction |
The above list of data science projects contains projects based on classification (Binary and Multiclass), regression, sentiment analysis, text analysis, recommendation systems, and many more. I will update this list of data science projects with more projects regularly.