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