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. Music Recommendation System using Spotify API
  2. Netflix Subscriptions Forecasting
  3. Air Quality Index Analysis
  4. Fitness Watch Data Analysis
  5. Demand Forecasting & Inventory Optimization
  6. Customer Acquisition Cost Analysis
  7. Dating Recommendations
  8. Anomaly Detection in Transactions
  9. Credit Scoring & Segmentation
  10. Next Word Prediction Model
  11. Dynamic Pricing Strategy
  12. Web Data ETL Pipeline
  13. Demand Forecasting & Inventory Optimization
  14. A/B Testing of Themes
  15. Data Preprocessing Pipeline
  16. User Engagement Analysis
  17. RFM Analysis
  18. Stock Market Performance Analysis
  19. Hybrid Recommendation System
  20. B2B Courier Charges Accuracy Analysis
  21. Currency Exchange Rate Forecasting
  22. Instagram Reach Analysis & Forecasting
  23. Retail Price Optimization
  24. Loan Approval Prediction
  25. Supply Chain Analysis
  26. End to End Chatbot
  27. Store Sales & Profit Analysis
  28. Customer Lifetime Value Analysis
  29. Exploratory Data Analysis
  30. Accelerometer Data Analysis
  31. Recession Analysis
  32. Demand & Supply Analysis
  33. Data ETL Pipeline
  34. Algorithmic Trading
  35. Food Delivery Time Prediction
  36. A/B Testing
  37. Credit Score Classification
  38. App User Segmentation
  39. Text Emotions Classification
  40. T20 World Cup 2022 Analysis
  41. Weather Forecasting
  42. Topic Modelling
  43. Ads Click Through Rate Prediction
  44. Survey Analysis
  45. Fashion Recommendation System
  46. Twitter Timeline in the Stock Market Analysis
  47. Screen Time Analysis
  48. Stock Market Analysis
  49. Social Progress Index Analysis
  50. Job Recommendation System
  51. Consumer Complaint Classification
  52. Business Forecasting
  53. News Recommendation System
  54. iPhone Sales Analysis
  55. Salary Prediction
  56. Flipkart Sale Analysis
  57. Credit Card Clustering
  58. Diamond Price Analysis and prediction
  59. Step by Step NLP with Python
  60. Netflix Recommendation System
  61. House Rent Prediction
  62. Password Strength Checker with Machine Learning
  63. Classification Model Evaluation
  64. Spam Comments Detection
  65. Website Traffic Forecasting
  66. Complete Process of NLP with Python
  67. Restaurant Recommendation System
  68. Online Food Order Prediction
  69. Virat Kohli Performance Analysis
  70. Book Recommendation System
  71. Time Series Forecasting with ARIMA
  72. Smartwatch Data Analysis
  73. IPL 2022 Analysis using Python
  74. Instagram Recommendation System
  75. MNIST Digits Classification
  76. Covid-19 Spread and Impacts Analysis
  77. Instagram Reach Analysis and Prediction
  78. Tinder Reviews Sentiment Analysis
  79. Student Marks Prediction
  80. Online Payments Fraud Detection
  81. Waiter Tips Analysis & Prediction
  82. Tiktok Reviews Sentiment Analysis
  83. Clustering Music Genres with Machine Learning
  84. Ukraine vs Russia Twitter Sentiment Analysis
  85. Stock Price Prediction
  86. Cryptocurrency Price Prediction for the next 30 days
  87. Breast Cancer Survival Prediction
  88. Covid-19 Deaths Prediction
  89. Flipkart Reviews Sentiment Analysis
  90. Stock Price Prediction with LSTM Neural Network
  91. Future Sales Prediction
  92. Article Recommendation System
  93. Netflix Stock Price Prediction
  94. Time Series Analysis
  95. Classification with Neural Networks
  96. Stress Detection
  97. AlexNet Neural Network Architecture
  98. Visualizing a Machine Learning Algorithm
  99. Training and Giving Inputs to a Machine Learning Model
  100. Product Demand Prediction
  101. Electricity Price Prediction
  102. Language Detection
  103. Adding Labels to a Dataset for Sentiment Analysis
  104. Pfizer Vaccine Sentiment Analysis
  105. News Classification
  106. Omicron Variant Sentiment Analysis
  107. Iris Flower Classification
  108. Water Quality Analysis
  109. Twitter Sentiment Analysis
  110. Squid Game Sentiment Analysis
  111. Comparison of Classification Algorithms
  112. Tata Motors Stock Price Prediction
  113. Health Insurance Premium Prediction
  114. Movie Rating Analysis for Beginners
  115. Number of Orders Prediction
  116. Apple Stock Price Prediction
  117. Insurance Prediction
  118. Worldwide Billionaires Analysis
  119. Unemployment Analysis
  120. Car Price Prediction Model
  121. Spam Detection
  122. Count Objects in Image
  123. WhatsApp Chats Sentiment Analysis
  124. WhatsApp Chats Analysis
  125. Microsoft Stock Price Prediction
  126. Covid-19 Vaccine Analysis
  127. Video Game Sales Prediction Model
  128. Student Grades Prediction Model
  129. Saving a Machine Learning Model
  130. Uber Trips Analysis
  131. Google Search Analysis
  132. Tesla Stock Price Prediction Model
  133. Financial Budget Analysis
  134. Click-Through Rate Prediction Model
  135. Interactive Language Translator
  136. Language Detection
  137. Create a Chatbot with Python
  138. Best Streaming Service Analysis
  139. Data Science Project on President Heights
  140. Data Science Project on Birth Rate Analysis
  141. Data Science Project on Time Series
  142. Data Science Project on Area and Population
  143. A Complete Machine Learning Project Walkthrough
  144. Text Summarization
  145. Keyword Extraction
  146. Sarcasm Detection
  147. Social Media Followers Prediction
  148. Amazon Product Reviews Sentiment Analysis
  149. Hate Speech Detection
  150. End-to-end Hate Speech Detection System
  151. End-to-end Fake News Detection System
  152. End-to-end Spam Detection System
  153. Hotel Reviews Sentiment Analysis
  154. Real-time Gender Detection System
  155. Dogecoin Price Prediction
  156. Google Play Store Sentiment Analysis
  157. Amazon Alexa Reviews Sentiment Analysis
  158. Social Media Ads Classification
  159. Fake News Detection
  160. End-to-End Machine Learning Model
  161. Gender Detection
  162. Sales Prediction
  163. Currency Exchange Rate Prediction
  164. End-to-end Machine Learning Project
  165. Profit Prediction Model
  166. Automatic Time Series Forecasting
  167. Ted-Talks Recommendation System
  168. Real-time Sentiment Analysis
  169. Amazon Recommendation System
  170. Mobile Price Classification
  171. 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.

Summary

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 data📈.

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9 Comments

  2. 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.

  5. Thank you for sharing such a valuable tutorial on data science with clarity on each topic. I am regularly following your tutorial for all my Ds and Ml learning. Keep shining

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