114 Data Science Projects You Can Try with Python

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. Netflix Recommendation System

3. House Rent Prediction

4. Password Strength Checker with Machine Learning

5. Classification Model Evaluation

6. Spam Comments Detection

7. Website Traffic Forecasting

8. Complete Process of NLP with Python

9. Restaurant Recommendation System

10. Online Food Order Prediction

11. Virat Kohli Performance Analysis

12. Book Recommendation System

13. Time Series Forecasting with ARIMA

14. Smartwatch Data Analysis

15. MNIST Digits Classification

16. IPL 2022 Analysis using Python

17. Instagram Recommendation System

18. Covid-19 Spread and Impacts Analysis

19. Instagram Reach Analysis and Prediction

20. Tinder Reviews Sentiment Analysis

21. Student Marks Prediction

22. Online Payments Fraud Detection

23. Waiter Tips Analysis & Prediction

24. Tiktok Reviews Sentiment Analysis

25. Clustering Music Genres with Machine Learning

26. Ukraine vs Russia Twitter Sentiment Analysis

27. Cryptocurrency Price Prediction for the next 30 days

28. Stock Price Prediction

29. Breast Cancer Survival Prediction

30. Covid-19 Deaths Prediction

31. Flipkart Reviews Sentiment Analysis

32. Stock Price Prediction with LSTM Neural Network

33. Article Recommendation System

34. Future Sales Prediction

35. Netflix Stock Price Prediction

36. Time Series Analysis

37. Classification with Neural Networks

38. Stress Detection

39. AlexNet Neural Network Architecture

40. Visualizing a Machine Learning Algorithm

41. Training and Giving Inputs to a Machine Learning Model

42. Product Demand Prediction

43. Electricity Price Prediction

44. Language Detection

45. Adding Labels to a Dataset for Sentiment Analysis

46. Pfizer Vaccine Sentiment Analysis

47. Cryptocurrency Price Prediction

48. News Classification

49. Omicron Variant Sentiment Analysis

50. Iris Flower Classification

51. Water Quality Analysis

52. Twitter Sentiment Analysis

53. Squid Game Sentiment Analysis

54. Comparison of Classification Algorithms

55. Tata Motors Stock Price Prediction

56. Health Insurance Premium Prediction

57. Movie Rating Analysis for Beginners

58. Number of Orders Prediction

59. Apple Stock Price Prediction

60. Insurance Prediction

61. Worldwide Billionaires Analysis

62. Unemployment Analysis

63. Car Price Prediction Model

64. Spam Detection

65. Count Objects in Image

66. WhatsApp Chats Sentiment Analysis

67. WhatsApp Chats Analysis

68. Microsoft Stock Price Prediction

69. Covid-19 Vaccine Analysis

70. Video Game Sales Prediction Model

71. Student Grades Prediction Model

72. Saving a Machine Learning Model

73. Uber Trips Analysis

74. Google Search Analysis

75. Smartwatch Data Analysis

76. Tesla Stock Price Prediction Model

77. Financial Budget Analysis

78. Click-Through Rate Prediction Model

79. Interactive Language Translator

80. Language Detection

81. Create a Chatbot with Python

82. Best Streaming Service Analysis

83. Data Science Project on President Heights

84. Data Science Project on Birth Rate Analysis

85. Data Science Project on Time Series

86. Data Science Project on Area and Population

87. A Complete Machine Learning Project Walkthrough

88. Text Summarization

89. Keyword Extraction

90. Sarcasm Detection

91. Social Media Followers Prediction

92. Amazon Product Reviews Sentiment Analysis

93. Hate Speech Detection

94. End-to-end Hate Speech Detection System

95. End-to-end Fake News Detection System

96. End-to-end Spam Detection System

97. Hotel Reviews Sentiment Analysis

98. Real-time Gender Detection System

99. Dogecoin Price Prediction

100. Google Play Store Sentiment Analysis

101. Amazon Alexa Reviews Sentiment Analysis

102. Social Media Ads Classification

103. Fake News Detection

104. End-to-End Machine Learning Model

105. Gender Detection

106. Sales Prediction

107. Currency Exchange Rate Prediction

108. End-to-end Machine Learning Project

109. Profit Prediction Model

110. Automatic Time Series Forecasting

111. Real-time Sentiment Analysis

112. Amazon Recommendation System

113. Mobile Price Classification

114. 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.