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

I am a programmer from India, and I am here to guide you with Data Science, Machine Learning, Python, and C++ for free. I hope you will learn a lot in your journey towards Coding, Machine Learning and Artificial Intelligence with me.

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