Some project Ideas based on AI and ML subject.

Some project Ideas based on AI and ML subject.

Some project Ideas

  1. Find a new idea and search the previous work done.

Choose the topic or theme, we will discuss it in the lecture.

I will suggest the Satellite data processing and IoT domain, It will give you an opportunity to join the ISRO or SPACE research company for the internship.

Now this time choose a good topic, that will help you to set up your own startup also.

Don’t worry about the implementation, everything in this world is implementable.

 

Important Resources

Domain of AI

Select the following research domain for the project.

1. IoT +ML + Python (Hardware + Application)

2. Satellite Data analysis using Python (Image processing )

3.  Image Processing  using Python

4. Data analysis and forecasting using ML and Python

5. Social Media data analysis using Python

 

Use the following resources

https://data-flair.training/blogs/machine-learning-project-ideas/

 

https://www.kdnuggets.com/2021/09/20-machine-learning-projects-hired.html

https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9

 

Machine Learning Projects for Beginners

  1. Data Science Project on President Heights
  2. Data Science Project on Birth Rate Analysis
  3. Data Science Project on Time Series
  4. Data Science Project on Area and Population
  5. A Complete Machine Learning Project Walkthrough
  6. Text Summarization

Advanced Machine Learning Projects

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