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