Machine Learning Projects

200 Machine Learning Projects Solved and Explained with Python

This article will introduce you to over 200+ machine learning projects solved and explained using Python programming language.

Machine learning is a subfield of artificial intelligence. As machine learning is increasingly used to find models, conduct analysis and make decisions without the final input from humans, it is equally important not only to provide resources to advance algorithms and methodologies but also to invest to attract more stakeholders.

This article on machine learning projects with Python tries to do just that: equip developers of today and tomorrow with tools they can use to better understand, assess, and shape machine learning to achieve success make sure it serves us all.

All machine learning projects below are solved and explained using the Python programming language. If you’re new to Python and want to explore it more before working on the machine learning projects below, you can download a free Python ebook from here.

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. Worldwide Billionaires Analysis
  2. Spam Detection
  3. Count Objects in Image
  4. WhatsApp Chats Sentiment Analysis
  5. WhatsApp Chats Analysis
  6. Microsoft Stock Price Prediction
  7. Covid-19 Vaccine Analysis
  8. Video Game Sales Prediction Model
  9. Student Grades Prediction Model
  10. Saving a Machine Learning Model
  11. Uber Trips Analysis
  12. Google Search Analysis
  13. Tesla Stock Price Prediction Model
  14. Financial Budget Analysis
  15. Click-Through Rate Prediction Model
  16. Interactive Language Translator
  17. Language Detection
  18. Create a Chatbot with Python
  19. Best Streaming Service Analysis
  20. Stock Price Prediction
  21. Data Science Project on President Heights
  22. Data Science Project on Birth Rate Analysis
  23. Data Science Project on Time Series
  24. Data Science Project on Area and Population
  25. A Complete Machine Learning Project Walkthrough
  26. Text Summarization
  27. Keyword Extraction
  28. Data Science Projects on Finance
  29. Data Science Projects on Marketing
  30. End to end Machine Learning Projects

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

Summary

The above list of projects keep on updating every month, so you will always find some new Machine Learning projects that will help you to get a realtime experience of solving Machine Learning problems. 

I hope you liked this article on 200+ machine learning projects solved and explained by using the Python programming language. Feel free to ask your valuable questions in the comments section below.

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Aman Kharwal
Coder with the ♥️ of a Writer || Data Scientist | Solopreneur | Founder
Articles: 1132

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