200+ Data Science Projects You Can Try with Python

200+ Data Science Projects solved & explained with Python

Aman Kharwal
5 min readMar 9, 2022

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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.

👉 As an aside, level up your Python data analysis skills with this Python pandas cheat sheet:

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. Electric Vehicles Market Size Analysis
  2. Music Recommendation System using Spotify API
  3. Website Performance Analysis
  4. Data Collection using APIs (for Data Engineers)
  5. Fashion Recommendation System using Image Features
  6. User Profiling & Segmentation
  7. Food Delivery Cost and Profitability Analysis
  8. Delhi Metro Network Analysis
  9. 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
  75. Fashion Recommendation System
  76. Twitter Timeline in the Stock Market Analysis
  77. Screen Time Analysis
  78. Stock Market Analysis
  79. Social Progress Index Analysis
  80. Job Recommendation System
  81. Consumer Complaint Classification
  82. Business Forecasting
  83. News Recommendation System
  84. iPhone Sales Analysis
  85. Salary Prediction
  86. Flipkart Sale Analysis
  87. Credit Card Clustering
  88. Diamond Price Analysis and prediction
  89. Step by Step NLP with Python
  90. Netflix Recommendation System
  91. House Rent Prediction
  92. Password Strength Checker with Machine Learning
  93. Classification Model Evaluation
  94. Spam Comments Detection
  95. Website Traffic Forecasting
  96. Complete Process of NLP with Python
  97. Restaurant Recommendation System
  98. Online Food Order Prediction
  99. Virat Kohli Performance Analysis
  100. Book Recommendation System
  101. Time Series Forecasting with ARIMA
  102. Smartwatch Data Analysis
  103. IPL 2022 Analysis using Python
  104. Instagram Recommendation System
  105. MNIST Digits Classification
  106. Covid-19 Spread and Impacts Analysis
  107. Instagram Reach Analysis and Prediction
  108. Tinder Reviews Sentiment Analysis
  109. Student Marks Prediction
  110. Online Payments Fraud Detection
  111. Waiter Tips Analysis & Prediction
  112. Tiktok Reviews Sentiment Analysis
  113. Clustering Music Genres with Machine Learning
  114. Ukraine vs Russia Twitter Sentiment Analysis
  115. Stock Price Prediction
  116. Cryptocurrency Price Prediction for the next 30 days
  117. Breast Cancer Survival Prediction
  118. Covid-19 Deaths Prediction
  119. Flipkart Reviews Sentiment Analysis
  120. Stock Price Prediction with LSTM Neural Network
  121. Future Sales Prediction
  122. Article Recommendation System
  123. Netflix Stock Price Prediction
  124. Time Series Analysis
  125. Classification with Neural Networks
  126. Stress Detection
  127. AlexNet Neural Network Architecture
  128. Visualizing a Machine Learning Algorithm
  129. Training and Giving Inputs to a Machine Learning Model
  130. Product Demand Prediction
  131. Electricity Price Prediction
  132. Language Detection
  133. Adding Labels to a Dataset for Sentiment Analysis
  134. Pfizer Vaccine Sentiment Analysis
  135. News Classification
  136. Omicron Variant Sentiment Analysis
  137. Iris Flower Classification
  138. Water Quality Analysis
  139. Twitter Sentiment Analysis
  140. Squid Game Sentiment Analysis
  141. Comparison of Classification Algorithms
  142. Tata Motors Stock Price Prediction
  143. Health Insurance Premium Prediction
  144. Movie Rating Analysis for Beginners
  145. Number of Orders Prediction
  146. Apple Stock Price Prediction
  147. Insurance Prediction
  148. Worldwide Billionaires Analysis
  149. Unemployment Analysis
  150. Car Price Prediction Model
  151. Spam Detection
  152. Count Objects in Image
  153. WhatsApp Chats Sentiment Analysis
  154. WhatsApp Chats Analysis
  155. Microsoft Stock Price Prediction
  156. Covid-19 Vaccine Analysis
  157. Video Game Sales Prediction Model
  158. Student Grades Prediction Model
  159. Saving a Machine Learning Model
  160. Uber Trips Analysis
  161. Google Search Analysis
  162. Tesla Stock Price Prediction Model
  163. Financial Budget Analysis
  164. Click-Through Rate Prediction Model
  165. Interactive Language Translator
  166. Language Detection
  167. Create a Chatbot with Python
  168. Best Streaming Service Analysis
  169. Data Science Project on President Heights
  170. Data Science Project on Birth Rate Analysis
  171. Data Science Project on Time Series
  172. Data Science Project on Area and Population
  173. A Complete Machine Learning Project Walkthrough
  174. Text Summarization
  175. Keyword Extraction
  176. Sarcasm Detection
  177. Social Media Followers Prediction
  178. Amazon Product Reviews Sentiment Analysis
  179. Hate Speech Detection
  180. End-to-end Hate Speech Detection System
  181. End-to-end Fake News Detection System
  182. End-to-end Spam Detection System
  183. Hotel Reviews Sentiment Analysis
  184. Real-time Gender Detection System
  185. Dogecoin Price Prediction
  186. Google Play Store Sentiment Analysis
  187. Amazon Alexa Reviews Sentiment Analysis
  188. Social Media Ads Classification
  189. Fake News Detection
  190. End-to-End Machine Learning Model
  191. Gender Detection
  192. Sales Prediction
  193. Currency Exchange Rate Prediction
  194. End-to-end Machine Learning Project
  195. Profit Prediction Model
  196. Automatic Time Series Forecasting
  197. Ted-Talks Recommendation System
  198. Real-time Sentiment Analysis
  199. Amazon Recommendation System
  200. Mobile Price Classification
  201. 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.

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