Datalogy-Customer-Segmentation-Data-Science-Internship

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Datalogy-Customer-Segmentation-Data-Science-Internship

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A Repository Maintaining My Summer Internship Work At Datalogy As A Data Science Intern Working On Customer Segmentation Models Using Heirarchical Clustering, K-Means Clustering And Identifying Loyal Customers Based On Creation Of Recency, Frequence, Monetary (RFM) Matrix.

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# Datalogy-Customer-Segmentation-Data-Science-Internship

## About

To be added.

## 📖 Table Of Contents

| Notebook | Link To Notebook |
|--------|--------|
|HAC + KMeans Clustering|<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/HAC_Kmeans_Clustering.ipynb">Click To View</a>|

| Dataset | Link To Dataset |
|--------|--------|
|Credit Card Customer Data|<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/Credit%20Card%20Customer%20Data.xlsx">Click To View</a>|

## 📖 Resources

|Resource Name|Link To Resource|
|----------|----------|
|Heirarchical Clustering Notes|<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/Resources/10.1%20-%20Hierarchical%20Clustering%20_%20STAT%20555.pdf">Click To View</a>|
|Examples Of Heirarchical Clustering Notes|<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/Resources/10.2%20-%20Example_%20Agglomerative%20Hierarchical%20Clustering%20_%20STAT%20555.pdf">Click To View</a>|
|PowerPoint Presentation On Clustering|<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/Resources/Clustering.pptx">Click to View PPT</a>|

## 🎓 Achievement + Internship Certificate
<a href="https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/assets/Datalogy-Certificate%20Of%20Completion%5BArya%20Shah%5D.pdf">Click to View Internship Completion Certificate</a>

The mode of selection for the internship was a scholarship quiz where I ranked 2nd Place and joint full score winner.
 
![Internship Selection Result](https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/assets/Internship%20Selection%20Result.png)

![Recommendation Letter](https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/assets/Recommendation%20Letter%20-%20Arya%20Shah.jpg)

![certificate](https://github.com/aryashah2k/Datalogy-Customer-Segmentation-Data-Science-Internship/blob/main/assets/Certificate%20Image.png)

|Donate/Support|View My Work(In Progress!)|Follow / Connect With Me|Follow / Connect With Me|
|-----|-----|-----|-----|
|<a href="https://www.patreon.com/bePatron?u=45451225"><img align="left" alt="Arya Shah - Patreon" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/patreon.svg" /></a><a href="https://ko-fi.com/aryashah"><img align="left" alt="Arya Shah - Ko-Fi" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/ko-fi.svg" /></a>|<a href="https://aryashah.hashnode.dev"><img align="left" alt="Arya's Hashnode Blog" width="30px" src="https://github.com/aryashah2k/aryashah2k/blob/main/assets/hashnode.svg" /></a><a href="https://www.kaggle.com/aryashah2k"><img align="left" alt="Arya's Kaggle" width="30px" src="https://github.com/aryashah2k/aryashah2k/blob/main/assets/kaggle-icon.svg" /></a><a href="https://dockship.io/author/aryash-095"><img align="left" alt="Arya's Dockship" width="80px" src="https://github.com/aryashah2k/aryashah2k/blob/main/assets/dockship-logo.png" /></a>|<a href="https://twitter.com/aryashah2k"><img align="left" alt="Arya Shah - Twitter" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/twitter.svg" /></a><a href="https://www.instagram.com/arya_shah_00/"><img align="left" alt="Arya's Instagram" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/instagram.svg" /></a><a href="https://www.reddit.com/user/aryashah2k/"><img align="left" alt="Arya's Reddit" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/reddit.svg" /></a><a href="mailto:aryashah2k@gmail.com"><img align="left" alt="Arya's Person Email" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/gmail.svg" /></a>|<a href="https://www.linkedin.com/in/arya--shah/"><img align="left" alt="Arya's LinkedIn" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/linkedin.svg" /></a><a href="https://stackoverflow.com/users/13949231/aryashah2k"><img align="left" alt="Arya's Stackoverlfow" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/stackoverflow.svg"/></a><a href="mailto:arya.shah82@nmims.edu.in"><img align="left" alt="Arya's Institute Email" width="30px" src="https://github.com/edent/SuperTinyIcons/blob/master/images/svg/gmail.svg" /></a>|

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