Data Science Projects

As a beginner in data science, it’s hard to understand all the concepts you learn without implementing them on a dataset. Working on data science projects and case studies will help you improve your data science skills. If you’re struggling to come up with data science project ideas and how to start and end a data science project, this article is for you. In this article, I will take you through a list of data science projects with Python that will help you learn and implement all the concepts of Data Science by using the Python programming language.

Data Science Projects

Below is a list of Data Science projects with Python that you can try as a beginner. Each of the projects below is solved and explained using Python:

  1. Stock Market Performance Analysis
  2. B2B Courier Charges Accuracy Analysis
  3. Currency Exchange Rate Forecasting
  4. Instagram Reach Analysis & Forecasting
  5. Retail Price Optimization
  6. Loan Approval Prediction
  7. Supply Chain Analysis
  8. End to End Chatbot
  9. Store Sales & Profit Analysis
  10. Customer Lifetime Value Analysis
  11. Exploratory Data Analysis
  12. Accelerometer Data Analysis
  13. Recession Analysis
  14. Demand & Supply Analysis
  15. Data ETL Pipeline
  16. Algorithmic Trading
  17. Food Delivery Time Prediction
  18. A/B Testing
  19. Credit Score Classification
  20. App User Segmentation
  21. Text Emotions Classification
  22. T20 World Cup 2022 Analysis
  23. Weather Forecasting
  24. Topic Modelling
  25. Ads Click Through Rate Prediction
  26. Survey Analysis
  27. Fashion Recommendation System
  28. Twitter Timeline in the Stock Market Analysis
  29. Screen Time Analysis
  30. Stock Market Analysis
  31. Social Progress Index Analysis
  32. Job Recommendation System
  33. Consumer Complaint Classification
  34. Business Forecasting
  35. News Recommendation System
  36. iPhone Sales Analysis
  37. Salary Prediction
  38. Flipkart Sale Analysis
  39. Credit Card Clustering
  40. Diamond Price Analysis and prediction
  41. Step by Step NLP with Python
  42. Netflix Recommendation System
  43. House Rent Prediction
  44. Password Strength Checker with Machine Learning
  45. Classification Model Evaluation
  46. Spam Comments Detection
  47. Website Traffic Forecasting
  48. Complete Process of NLP with Python
  49. Restaurant Recommendation System
  50. Online Food Order Prediction
  51. Virat Kohli Performance Analysis
  52. Book Recommendation System
  53. Time Series Forecasting with ARIMA
  54. Smartwatch Data Analysis
  55. IPL 2022 Analysis using Python
  56. Instagram Recommendation System
  57. MNIST Digits Classification
  58. Covid-19 Spread and Impacts Analysis
  59. Instagram Reach Analysis and Prediction
  60. Tinder Reviews Sentiment Analysis
  61. Student Marks Prediction
  62. Online Payments Fraud Detection
  63. Waiter Tips Analysis & Prediction
  64. Tiktok Reviews Sentiment Analysis
  65. Clustering Music Genres with Machine Learning
  66. Ukraine vs Russia Twitter Sentiment Analysis
  67. Stock Price Prediction
  68. Cryptocurrency Price Prediction for the next 30 days
  69. Breast Cancer Survival Prediction
  70. Covid-19 Deaths Prediction
  71. Flipkart Reviews Sentiment Analysis
  72. Stock Price Prediction with LSTM Neural Network
  73. Future Sales Prediction
  74. Article Recommendation System
  75. Netflix Stock Price Prediction
  76. Time Series Analysis
  77. Classification with Neural Networks
  78. Stress Detection
  79. AlexNet Neural Network Architecture
  80. Visualizing a Machine Learning Algorithm
  81. Training and Giving Inputs to a Machine Learning Model
  82. Product Demand Prediction
  83. Electricity Price Prediction
  84. Language Detection
  85. Adding Labels to a Dataset for Sentiment Analysis
  86. Pfizer Vaccine Sentiment Analysis
  87. News Classification
  88. Omicron Variant Sentiment Analysis
  89. Iris Flower Classification
  90. Water Quality Analysis
  91. Twitter Sentiment Analysis
  92. Squid Game Sentiment Analysis
  93. Comparison of Classification Algorithms
  94. Tata Motors Stock Price Prediction
  95. Health Insurance Premium Prediction
  96. Movie Rating Analysis for Beginners
  97. Number of Orders Prediction
  98. Apple Stock Price Prediction
  99. Insurance Prediction
  100. Worldwide Billionaires Analysis
  101. Unemployment Analysis
  102. Car Price Prediction Model
  103. Spam Detection
  104. Count Objects in Image
  105. WhatsApp Chats Sentiment Analysis
  106. WhatsApp Chats Analysis
  107. Microsoft Stock Price Prediction
  108. Covid-19 Vaccine Analysis
  109. Video Game Sales Prediction Model
  110. Student Grades Prediction Model
  111. Saving a Machine Learning Model
  112. Uber Trips Analysis
  113. Google Search Analysis
  114. Tesla Stock Price Prediction Model
  115. Financial Budget Analysis
  116. Click-Through Rate Prediction Model
  117. Interactive Language Translator
  118. Language Detection
  119. Create a Chatbot with Python
  120. Best Streaming Service Analysis
  121. Data Science Project on President Heights
  122. Data Science Project on Birth Rate Analysis
  123. Data Science Project on Time Series
  124. Data Science Project on Area and Population
  125. A Complete Machine Learning Project Walkthrough
  126. Text Summarization
  127. Keyword Extraction
  128. Sarcasm Detection
  129. Social Media Followers Prediction
  130. Amazon Product Reviews Sentiment Analysis
  131. Hate Speech Detection
  132. End-to-end Hate Speech Detection System
  133. End-to-end Fake News Detection System
  134. End-to-end Spam Detection System
  135. Hotel Reviews Sentiment Analysis
  136. Real-time Gender Detection System
  137. Dogecoin Price Prediction
  138. Google Play Store Sentiment Analysis
  139. Amazon Alexa Reviews Sentiment Analysis
  140. Social Media Ads Classification
  141. Fake News Detection
  142. End-to-End Machine Learning Model
  143. Gender Detection
  144. Sales Prediction
  145. Currency Exchange Rate Prediction
  146. End-to-end Machine Learning Project
  147. Profit Prediction Model
  148. Automatic Time Series Forecasting
  149. Ted-Talks Recommendation System
  150. Real-time Sentiment Analysis
  151. Amazon Recommendation System
  152. Mobile Price Classification
  153. 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.


Working on data science projects and case studies will help you improve your data science skills. The above list of Data Science projects will be updated daily with more projects. I hope you liked this article on data science projects with Python. Feel free to ask valuable questions in the comments section below.

Aman Kharwal
Aman Kharwal

I'm a writer and data scientist on a mission to educate others about the incredible power of data๐Ÿ“ˆ.

Articles: 1433


  1. Hi,
    I am student pursuing M.Sc(IT) in Business Intelligence and Analytics. Thanks a lot for sharing these wide variety of projects and project ideas. These have been really helpful.

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