Machine Learning Projects

100+ Machine Learning projects solved and explained

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. Stock Price Prediction
  2. Calories Burned Prediction
  3. Data Science Project on President Heights
  4. Data Science Project on Birth Rate Analysis
  5. Data Science Project on Time Series
  6. Data Science Project on Area and Population
  7. A Complete Machine Learning Project Walkthrough
  8. Text Summarization

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

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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