AI-Matchmaker

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Matchmaking dating profiles using Unsupervised Machine Learning and NLP. Medium articles in readme detail the process step-by-step.

AI-Matchmaker 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# AI Matchmaker
Utilizing AI and Machine Learning to match dating profiles with one another

### [My Medium Page](https://marco-santos.medium.com/membership)

![](https://raw.githubusercontent.com/marcosan93/AI-Matchmaker/master/AI-Dating-App/robot_matchmaker.jpg)

## Medium Articles Detailing the Process

#### Original Concept and Idea
- [Applying Machine Learning to Find Love](https://medium.com/datadriveninvestor/applying-machine-learning-to-find-love-3558dafcc4a1?source=friends_link&sk=a1caa632bdff516a6e132477543f271c)

#### Data Gathering and Generation
- [Generating Fake Dating Profiles for Data Science](https://towardsdatascience.com/generating-fake-dating-profiles-for-data-science-cd3b929972bc?source=friends_link&sk=7b2423cf197b7e54d4a13e47a2101b10)

#### NLP Data Exploration and Analysis
- [Using NLP Machine Learning on Dating Profiles](https://medium.com/swlh/using-nlp-machine-learning-on-dating-profiles-1d9328484e85?source=friends_link&sk=9c099e59191f6b862812ac8828a9970e)

#### Final Clustering Algorithm and Development
- [Dating Algorithms using Machine Learning and AI](https://towardsdatascience.com/dating-algorithms-using-machine-learning-and-ai-814b68ecd75e?source=friends_link&sk=867b08aba0b761f510205c6ab13b012c)

#### Sorting the Clustered Groups
- [Sorting Dating Profiles with Machine Learning and Python](https://medium.com/@marcosan93/sorting-dating-profiles-with-machine-learning-and-python-51db7a074a25?source=friends_link&sk=635a049cc1c45c4a9cefa4e68be44b33)

#### Adding New Data to the Clusters
- [How a Dating App Handles New Profiles (Part 1)](https://medium.com/@marcosan93/how-a-dating-app-handles-new-profiles-part-1-d283ab2457c?source=friends_link&sk=f5247dae53da93fbcc642e78fa1ddfd9)

- [How a Dating App Handles New Profiles (Part 2)](https://medium.com/@marcosan93/how-a-dating-app-handles-new-profiles-part-2-fca4f13b5205?source=friends_link&sk=6900fbd85340231ecac7f9ba571454ec)

#### Using Streamlit to Display the App
- [How to Use Streamlit to Create Web Applications](https://medium.com/@marcosan93/how-to-use-streamlit-to-create-web-applications-218af44064f5?source=friends_link&sk=18229bf1aa3c5d8eba4d9a479c6c5cd4)

#### Deploying the Streamlit App with AWS
- [Creating a Website to Host your Python Web Application](https://medium.com/@marcosan93/creating-a-website-to-host-your-python-web-application-f06f694a87e8?source=friends_link&sk=029c7240dc72d462bcb1e3b14e8f7849)

#### Using Class to Add/Format a New Profile
- [Enhance your Python Project Code with Classes](https://towardsdatascience.com/enhance-your-python-project-code-with-classes-5a19d0e9f841?source=friends_link&sk=f16512c9abfabf4b73e993952bc3250b)

AI-Matchmaker

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