以下288個(gè)python機(jī)器學(xué)習(xí)項(xiàng)目，來(lái)自網(wǎng)站thecleverprogrammer點(diǎn)com，在此網(wǎng)站搜下面的英文名，就能找到對(duì)應(yīng)的機(jī)器學(xué)習(xí)項(xiàng)目，對(duì)于初學(xué)者是非常好的參考資料。

初級(jí)71個(gè)

1. Instagram Reach Analysis and Prediction

2. Online Payments Fraud Detection

3. Waiter Tips Analysis & Prediction

4. Ukraine vs Russia Twitter Sentiment Analysis

5. Future Sales Prediction

6. Waiter Tips Analysis & Prediction

7. Stock Price Prediction

8. Flipkart Reviews Sentiment Analysis

9. Breast Cancer Survival Prediction

10. Covid-19 Deaths Prediction

11. Stock Price Prediction with LSTM Neural Network

12. Cryptocurrency Price Prediction for the next 30 days

13. Article Recommendation System

14. Netflix Stock Price Prediction

15. Time Series Analysis

16. Classification with Neural Networks

17. Stress Detection

18. AlexNet Neural Network Architecture

19. Visualizing a Machine Learning Algorithm

20. Training and Giving Inputs to a Machine Learning Model

21. Product Demand Prediction

22. Electricity Price Prediction

23. Language Detection

24. Adding Labels to a Dataset for Sentiment Analysis

25. Pfizer Vaccine Sentiment Analysis

26. News Classification

27. Omicron Variant Sentiment Analysis

28. Iris Flower Classification

29. Water Quality Analysis

30. Twitter Sentiment Analysis

31. Squid Game Sentiment Analysis

32. Comparison of Classification Algorithms

33. Tata Motors Stock Price Prediction

34. Health Insurance Premium Prediction

35. Movie Rating Analysis for Beginners

36. Number of Orders Prediction

37. Apple Stock Price Prediction

38. Insurance Prediction

39. Worldwide Billionaires Analysis

40. Unemployment Analysis

41. Car Price Prediction Model

42. Spam Detection

43. Count Objects in Image

44. WhatsApp Chats Sentiment Analysis

45. WhatsApp Chats Analysis

46. Microsoft Stock Price Prediction

47. Covid-19 Vaccine Analysis

48. Video Game Sales Prediction Model

49. Student Grades Prediction Model

50. Saving a Machine Learning Model

51. Uber Trips Analysis

52. Google Search Analysis

53. Tesla Stock Price Prediction Model

54. Financial Budget Analysis

55. Click-Through Rate Prediction Model

56. Interactive Language Translator

57. Language Detection

58. Create a Chatbot with Python

59. Best Streaming Service Analysis

60. Data Science Project on President Heights

61. Data Science Project on Birth Rate Analysis

62. Data Science Project on Time Series

63. Data Science Project on Area and Population

64. A Complete Machine Learning Project Walkthrough

65. Text Summarization

66. Keyword Extraction

67. Data Science Projects on Finance

68. Data Science Projects on Marketing

69. End to end Machine Learning Projects

70. Machine Learning Projects on Binary Classification

71. Data Science Projects Based on Domains

高級(jí)項(xiàng)目

1. Sarcasm Detection

2. Social Media Followers Prediction

3. Amazon Product Reviews Sentiment Analysis

4. Hate Speech Detection

5. End-to-end Hate Speech Detection System

6. End-to-end Fake News Detection System

7. End-to-end Spam Detection System

8. Hotel Reviews Sentiment Analysis

9. Real-time Gender Detection System

10. Dogecoin Price Prediction

11. Google Play Store Sentiment Analysis

12. Amazon Alexa Reviews Sentiment Analysis

13. Social Media Ads Classification

14. Fake News Detection

15. End-to-End Machine Learning Model

16. Gender Detection

17. Sales Prediction

18. Currency Exchange Rate Prediction

19. End-to-end Machine Learning Project

20. Profit Prediction Model

21. Automatic Time Series Forecasting

22. Ted-Talks Recommendation System

23. Real-time Sentiment Analysis

24. Amazon Recommendation System

25. Mobile Price Classification

26. Spotify Recommendation System

27. Text Emotions Detection

28. Hotel Recommendation System

29. Bankruptcy Prediction Model

30. Customer Personality Analysis

31. Instagram Algorithm

32. Diamond Price Prediction Model

33. Book Recommendation System

34. Netflix Data Analysis

35. Satellite Imagery Analysis

36. Topic Modelling

37. Covid-19 Vaccine Sentiment Analysis

38. Human Activity Recognition Model

39. Cohort Analysis

40. End to end Machine Learning Project

41. Life Expectancy Analysis

42. Bitcoin Price Prediction

43. Human Resource Analysis

44. Energy Consumption Prediction

45. LightGBM Model

46. FastAI Model

47. House Price Prediction

48. Real-Time Face Mask Detection

49. Netflix Recommendation System

50. Named Entity Recognition

51. Number Plate Detection

52. IPL Analysis with Python

53. Gold Price Prediction

54. Object Detection

55. Highest-Paid Athletes Analysis

56. Text Generation

57. Spelling Correction with Python

58. Income Classification

59. Customer Churn Prediction

60. Language Translation Model

61. Resume Screening

62. Sign Language Classification

63. Online Shopping Intention Analysis

64. Network Graph Analysis

65. Keyword Extraction

66. Amazon Best Selling Books Analysis

67. Covid-19 Cases Prediction for Next 30 Days

68. YouTube Trending Videos Analysis

69. Gender Classification

70. Flower Recognition

71. Pneumonia Detection

72. Employee Attrition Prediction

73. Hand Gesture Recognition

74. Face mask Detection

75. Market Basket Analysis using Apriori Algorithm

76. Breast Cancer Detection

77. Earthquake Prediction Model

78. Outlier Detection

79. Heart Disease Prediction

80. Plastic Users Analysis

81. Landmark Detection

82. Chatbot with Machine Learning

83. Next Word Prediction Model

84. Age and Gender Detection with Python

85. Autocorrect Keyboard with Python and Machine Learning.

86. Machine Learning in 5 lines of code.

87. Deepfake Detection with Machine Learning.

88. Predict US Elections with Python.

89. Fake Currency Detection with Machine Learning.

90. Predict Tinder Matches with Machine Learning.

91. Image Segmentation

92. Title Generator with Python.

93. Build Google Search Algorithm with Python.

94. Face Landmarks Detection

95. Pencil Sketch with Python.

96. OpenAI Gym in Machine Learning

97. Machine Translation Model

98. Covid 19 Analysis.

99. Build the TikTok Algorithm with Machine Learning.

100. Analyze ILP Matches.

101. Barcode and QR code Reader with Python

102. Extract Text From PDF with Python.

103. Predict IPL Winner 2020.

104. Predict Car Prices.

105. Analyze Call Records.

106. Create an API with Python.

107. Send Custom Emails with Python.

108. Colour Recognition with Machine Learning.

109. Create a 3D Video Animation.

110. Graph Algorithms in Machine Learning.

111. Image Features Extraction.

112. Rainfall Prediction with Machine Learning.

113. Classify Nationalities with Machine Learning.

114. Fraud Detection with Machine Learning.

115. Topic Modeling with Python

116. Named Entity Recognition

117. WhatsApp Group Chat Analysis

118. Translate Languages Using Python

119. Network Security Analysis

120. Bar Chart Race with Python

121. Keyword Research with Python

122. Fashion Recommendation System

123. Face Detection with Python

124. Emotion Detection Model

125. Telegram Bot with Python

126. Handwriting Recognition

127. Visualize a Solar System with Python.

128. Hate Speech Detection Model

129. Build Instagram Filters with Python.

130. Contact Tracing with Machine Learning

131. Deploy a Chatbot with Python into a Web Application

132. Summarize Text with Machine Learning

133. Language Classification with Machine Learning.

134. OTP Verification GUI with Python

135. Create an Audiobook with Python

136. Titanic Survival Analysis

137. Image Recognition with PyTorch

138. Gender Classification Model

139. Daily Births Forecasting

140. Binary Search Algorithm

141. Galaxy Classification with Machine Learning

142. Time Series with LSTM Model

143. Image Classification with TensorFlow

144. Predict Weather with Machine Learning

145. Create a Package with Python

146. Computer Vision with Python

147. Diamonds Analysis with Python

148. Text Classification with TensorFlow

149. Ridge and Lasso Regression

150. Predict Fuel Efficiency

151. ABC Analysis with Python

152. RFM Analysis with Python

153. Build Neural Network with Python Code

154. Genetic Algorithm with Python

155. Predict Migration with Machine Learning

156. Analyze Healthcare Data

157. Data Science Project on Text and Annotations

158. Data Science Project on — Handwritten Digits

159. Data Science Project on- Support Vector Machines

160. Data Science Project — Stock Price Prediction with Machine Learning

161. Data Science Project on — Classification of Text

162. Data Science Project on-Extracting HOG Features

163. Data Science Project on — Amazon Products Reviews Sentiment Analysis with Machine Learning

164. Data Science Project — Email spam Detection with Machine Learning

165. Data Science Project — Heart Disease Prediction with Machine Learning

166. Data Science Project — Movie Recommendation System

167. Data Science Project — Student Performance Analysis with Machine Learning

168. Data Science Project on FIFA Analysis with python

169. Data science project — Fake News Classification

170. Data Science Project — DNA Sequencing with Machine Learning

171. Data Science Project — Book Recommendation System with Machine Learning

172. Data Science Project — Bitcoin Price Prediction with Machine Learning

173. Machine Learning Project — Artificial Neural Networks

174. Algorithmic Trading Strategy with Machine Learning and Python

175. Movie Reviews Sentiment Analysis -Binary Classification with Machine Learning

176. Data Science Project — Supermarket Sales Analysis

177. Data Science Project — GDP Analysis

178. Data Science Project — Predict Customer Churn with Python and Machine Learning

179. Data Science Project — San Francisco Crime Analysis

180. Machine Learning Project — Human Activity Recognition using Smartphone Data

181. Credit Card Fraud Detection with Machine Learning

182. Weather Forecasting with Machine Learning

183. SMS Spam Detection with Machine Learning

184. Covid-19 Detection with Machine Learning and AI

185. Customer Segmentation with Machine Learning

186. Employee Turnover Prediction with Machine Learning

187. Predict Diabetes with Machine Learning

188. Image Classification with PyTorch

189. Time Series Forecasting with ARIMA Model

190. Natural Language Processing on WhatsApp Chats

191. Fake News Detection Model

192. Image Classification with Artificial Neural Networks

193. Binary Classification Model

194. Data Augmentation with Deep Learning

195. Next Word Prediction Model.

196. Image Segmentation

197. XGBoost Algorithm in Machine Learning

198. Face Landmarks Detection

199. Image Filtering with Machine Learning

200. Audio Feature Extraction

201. Machine Translation Model

202. Gender Classification Model

203. Create a 3D Video with Python and Machine Learning.

204. Named Entity Recognition

205. WhatsApp Group Chat Analysis

206. Translate Languages Using Python

207. Covid-19 Projects with Machine Learning

208. Deep Learning Projects with Machine Learning

209. Recommendation System Projects with Machine Learning

210. Sentiment Analysis Projects with Machine Learning

211. Classification Projects For Machine Learning

212. Regression Projects for Machine Learning

213. Chatbot Projects with Python

214. Machine Learning Projects on Future Prediction

215. Machine Learning Projects for Resume

216. Best Data Science Projects for Resume

217. Machine Learning Projects on Social Media Analysis