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. Calories Burned Prediction
  2. Stock Price 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

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