Machine Learning Projects

200 Machine Learning Projects Solved and Explained with Python

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

18 Comments

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  15. Thank you! This is a great resource, and I will definetily use this!

  16. Thank you so much!

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