215+ Machine Learning Projects Solved and Explained

215+ Machine Learning projects solved and explained using Python programming language.

In this article, I will introduce you to over 100+ machine learning projects solved and explained using Python programming language.

Machine Learning Projects for Beginners

Before moving to the complex projects in the next section, I advise you to explore these beginner-level projects if you are new to Machine Learning. You only need knowledge of Python libraries like Numpy, Pandas, Malpotlib, Seaborn and Scikit-Learn to understand and work on the projects below:

1. Tesla Stock Price Prediction Model
2. Click-Through Rate Prediction Model
3. Create a Chatbot with Python
4. Best Streaming Service Analysis
5. Stock Price Prediction
6. Data Science Project on President Heights
7. Data Science Project on Birth Rate Analysis
8. Data Science Project on Time Series
9. Data Science Project on Area and Population
10. A Complete Machine Learning Project Walkthrough
11. Text Summarization
12. Keyword Extraction

Advanced Machine Learning Projects

Now, these are the projects where you will deal with real-time problems. You need to have some knowledge of Python libraries like Scikit-Learn, TensorFlow, Keras, and Pytorch to understand and work on the projects below:

1. End-to-end Machine Learning Project
2. Real-time Sentiment Analysis
3. Amazon Recommendation System
4. Mobile Price Classification
5. Spotify Recommendation System
6. Text Emotions Detection
7. Hotel Recommendation System
8. Bankruptcy Prediction Model
9. Customer Personality Analysis
10. Instagram Algorithm
11. Diamond Price Prediction Model
12. Book Recommendation System
13. Netflix Data Analysis
14. Satellite Imagery Analysis
15. Topic Modelling
16. Covid-19 Vaccine Sentiment Analysis
17. Human Activity Recognition Model
18. Cohort Analysis
19. End to end Machine Learning Project
20. Life Expectancy Analysis
21. Bitcoin Price Prediction
22. Human Resource Analysis
23. Energy Consumption Prediction
24. LightGBM Model
25. FastAI Model
26. House Price Prediction
27. Real-Time Face Mask Detection
28. Netflix Recommendation System
29. Named Entity Recognition
30. Number Plate Detection
31. IPL Analysis with Python
32. Gold Price Prediction
33. Object Detection
34. Highest-Paid Athletes Analysis
35. Text Generation
36. Spelling Correction with Python
37. Income Classification
38. Customer Churn Prediction
39. Language Translation Model
40. Resume Screening
41. Sign Language Classification
42. Online Shopping Intention Analysis
43. Network Graph Analysis
44. Keyword Extraction
45. Amazon Best Selling Books Analysis
46. Covid-19 Cases Prediction for Next 30 Days
47. YouTube Trending Videos Analysis
48. Gender Classification
49. Flower Recognition
50. Pneumonia Detection
51. Employee Attrition Prediction
52. Hand Gesture Recognition
53. Restaurant Recommendation System
54. Face mask Detection
55. Market Basket Analysis using Apriori Algorithm
56. Breast Cancer Detection
57. Earthquake Prediction Model
58. Outlier Detection
59. Heart Disease Prediction
60. Plastic Users Analysis
61. Landmark Detection
62. Chatbot with Machine Learning
63. Next Word Prediction Model
64. Age and Gender Detection with Python
65. Autocorrect Keyboard with Python and Machine Learning.
66. Machine Learning in 5 lines of code.
67. Deepfake Detection with Machine Learning.
68. Predict US Elections with Python.
69. Fake Currency Detection with Machine Learning.
70. Predict Tinder Matches with Machine Learning.
71. Image Segmentation
72. Title Generator with Python.
73. Build Google Search Algorithm with Python.
74. Face Landmarks Detection
75. Pencil Sketch with Python.
76. OpenAI Gym in Machine Learning
77. Machine Translation Model
78. Covid 19 Analysis.
79. Build the TikTok Algorithm with Machine Learning.
80. Analyze ILP Matches.
81. Barcode and QR code Reader with Python
82. Extract Text From PDF with Python.
83. Predict IPL Winner 2020.
84. Predict Car Prices.
85. Analyze Call Records.
86. Create an API with Python.
87. Send Custom Emails with Python.
88. Colour Recognition with Machine Learning.
89. Create a 3D Video Animation.
90. Graph Algorithms in Machine Learning.
91. Image Features Extraction.
92. Rainfall Prediction with Machine Learning.
93. Classify Nationalities with Machine Learning.
94. Fraud Detection with Machine Learning.
95. Topic Modeling with Python
96. Named Entity Recognition
97. WhatsApp Group Chat Analysis
98. Translate Languages Using Python
99. Network Security Analysis
100. Bar Chart Race with Python
101. Keyword Research with Python
102. Fashion Recommendation System
103. Face Detection with Python
104. Emotion Detection Model
105. Telegram Bot with Python
106. Handwriting Recognition
107. Visualize a Solar System with Python.
108. Hate Speech Detection Model
109. Build Instagram Filters with Python.
110. Contact Tracing with Machine Learning
111. Deploy a Chatbot with Python into a Web Application
112. Summarize Text with Machine Learning
113. Language Classification with Machine Learning.
114. OTP Verification GUI with Python
115. Create an Audiobook with Python
116. Titanic Survival Analysis
117. Image Recognition with PyTorch
118. Gender Classification Model
119. Daily Births Forecasting
120. Binary Search Algorithm
121. Galaxy Classification with Machine Learning
122. Time Series with LSTM Model
123. Image Classification with TensorFlow
124. Predict Weather with Machine Learning
125. Create a Package with Python
126. Computer Vision with Python
127. Diamonds Analysis with Python
128. Text Classification with TensorFlow
129. Image Segmentation with Python
130. Ridge and Lasso Regression
131. Predict Fuel Efficiency
132. ABC Analysis with Python
133. Lung Segmentation with Machine Learning
134. RFM Analysis with Python
135. Build Neural Network with Python Code
136. Genetic Algorithm with Python
137. Predict Migration with Machine Learning
138. Analyze Healthcare Data
139. NLP For Other Languages
140. Data Science Project on Text and Annotations
141. Data Science Project on — Handwritten Digits
142. Data Science Project on- Support Vector Machines
143. Data Science Project — Stock Price Prediction with Machine Learning
144. Data Science Project on — Classification of Text
145. Data Science Project on-Extracting HOG Features
146. Data Science Project on — Amazon Products Reviews Sentiment Analysis with Machine Learning
147. Data Science Project — Email spam Detection with Machine Learning
148. Data Science Project — Heart Disease Prediction with Machine Learning
149. Data Science Project — Movie Recommendation System
150. Data Science Project — Student Performance Analysis with Machine Learning
151. Data Science Project on FIFA Analysis with python
152. Data science project — Fake News Classification
153. Data Science Project — DNA Sequencing with Machine Learning
154. Data Science Project — Book Recommendation System with Machine Learning
155. Data Science Project — Bitcoin Price Prediction with Machine Learning
156. Machine Learning Project — Artificial Neural Networks
157. Algorithmic Trading Strategy with Machine Learning and Python
158. Movie Reviews Sentiment Analysis -Binary Classification with Machine Learning
159. Data Science Project — Supermarket Sales Analysis
160. Data Science Project — GDP Analysis
161. Data Science Project — Predict Customer Churn with Python and Machine Learning
162. Data Science Project — San Francisco Crime Analysis
163. Machine Learning Project — Human Activity Recognition using Smartphone Data
164. Credit Card Fraud Detection with Machine Learning
165. Weather Forecasting with Machine Learning
166. SMS Spam Detection with Machine Learning
167. Covid-19 Detection with Machine Learning and AI
168. Customer Segmentation with Machine Learning
169. Employee Turnover Prediction with Machine Learning
170. Predict Diabetes with Machine Learning
171. Image Classification with PyTorch
172. Time Series Forecasting with ARIMA Model
173. Natural Language Processing on WhatsApp Chats
174. Fake News Detection Model
175. Image Classification with Artificial Neural Networks
176. Binary Classification Model
177. Data Augmentation with Deep Learning
178. Next Word Prediction Model.
179. Image Segmentation
180. XGBoost Algorithm in Machine Learning
181. Face Landmarks Detection
182. Image Filtering with Machine Learning
183. Audio Feature Extraction
184. Machine Translation Model
185. Gender Classification Model
186. Create a 3D Video with Python and Machine Learning.
187. Named Entity Recognition
188. WhatsApp Group Chat Analysis
189. Translate Languages Using Python
190. Covid-19 Projects with Machine Learning
191. Deep Learning Projects with Machine Learning
192. Recommendation System Projects with Machine Learning
193. Sentiment Analysis Projects with Machine Learning
194. Classification Projects For Machine Learning
195. Regression Projects for Machine Learning
196. Chatbot Projects with Python
197. Machine Learning Projects on Future Prediction
198. Machine Learning Projects for Resume
199. Best Data Science Projects for Resume
200. Machine Learning Projects on Social Media Analysis

I hope you liked this article on 215+ machine learning projects solved and explained by using the Python programming language. Feel free to ask your valuable questions in the comments section below.