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

Coder with the ♥️ of a Writer || Data Scientist | Solopreneur | Founder

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