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+**\[[🇧🇷 Português](README.pt_BR.md)\] \[**[🇺🇸 English](README.md)**\]**
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+<br><br>
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+# 5- [Data Mining XXXXXXXXX]()
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+<!-- ======================================= Start DEFAULT HEADER ===========================================  -->
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+[**Institution:**]() Pontifical Catholic University of São Paulo (PUC-SP)  
+[**School:**]() Faculty of Interdisciplinary Studies  
+[**Program:**]() Humanistic AI and Data Science
+[**Semester:**]() 2nd Semester 2025  
+Professor:  [***Professor Doctor in Mathematics Daniel Rodrigues da Silva***](https://www.linkedin.com/in/daniel-rodrigues-048654a5/)
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+<br><br>
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+#### <p align="center"> [![Sponsor Quantum Software Development](https://img.shields.io/badge/Sponsor-Quantum%20Software%20Development-brightgreen?logo=GitHub)](https://github.com/sponsors/Quantum-Software-Development)
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+<br><br>
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+<!--Confidentiality statement -->
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+#
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+<br><br><br>
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+> [!IMPORTANT]
+> 
+> ⚠️ Heads Up
+>
+> * Projects and deliverables may be made [publicly available]() whenever possible.
+> * The course emphasizes [**practical, hands-on experience**]() with real datasets to simulate professional consulting scenarios in the fields of **Data Analysis and Data Mining** for partner organizations and institutions affiliated with the university.
+> * All activities comply with the [**academic and ethical guidelines of PUC-SP**]().
+> * Any content not authorized for public disclosure will remain [**confidential**]() and securely stored in [private repositories]().  
+>
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+<br><br>
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+#
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+<!--END-->
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+<!-- PUC HEADER GIF
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+  <img src="https://github.com/user-attachments/assets/0d6324da-9468-455e-b8d1-2cce8bb63b06" />
+-->
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+<!-- video presentation -->
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+##### 🎶 Prelude Suite no.1 (J. S. Bach) - [Sound Design Remix]()
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+https://github.com/user-attachments/assets/4ccd316b-74a1-4bae-9bc7-1c705be80498
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+####  📺 For better resolution, watch the video on [YouTube.](https://youtu.be/_ytC6S4oDbM)
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+<br><br>
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+> [!TIP]
+> 
+>  This repository is a review of the Statistics course from the undergraduate program Humanities, AI and Data Science at PUC-SP.
+>
+>  [Access Main Data Mining Repository](https://github.com/Quantum-Software-Development/1-Main_DataMining_Repository)
+> 
+>  If you’d like to explore the full materials from the 1st year (not only the review), you can visit the complete repository [here](https://github.com/FabianaCampanari/PracticalStats-PUCSP-2024).
+>
+>
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+<!-- =======================================END DEFAULT HEADER ===========================================  -->
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+<br><br><br><br>
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+<br><br><br><br>
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+<!-- ========================== [Bibliographr ====================  -->
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+<br><br>
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+
+## [Bibliography]()
+
+
+[1](). **Castro, L. N. & Ferrari, D. G.** (2016). *Introdução à mineração de dados: conceitos básicos, algoritmos e aplicações*. Saraiva.
+
+[2](). **Ferreira, A. C. P. L. et al.** (2024). *Inteligência Artificial - Uma Abordagem de Aprendizado de Máquina*. 2nd Ed. LTC.
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+[3](). **Larson & Farber** (2015). *Estatística Aplicada*. Pearson.
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+<br><br>
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+
+<!-- ======================================= Start Footer ===========================================  -->
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+<br><br>
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+
+## 💌 [Let the data flow... Ping Me !](mailto:fabicampanari@proton.me)
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+<br><br>
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+
+
+#### <p align="center">  🛸๋ My Contacts [Hub](https://linktr.ee/fabianacampanari)
+
+
+<br>
+
+### <p align="center"> <img src="https://github.com/user-attachments/assets/517fc573-7607-4c5d-82a7-38383cc0537d" />
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+<br><br><br>
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+<p align="center">  ────────────── 🔭⋆ ──────────────
+
+
+<p align="center"> ➣➢➤ <a href="#top">Back to Top </a>
+
+<!--
+<p align="center">  ────────────── ✦ ──────────────
+-->
+
+
+
+<!-- Programmers and artists are the only professionals whose hobby is their profession."
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+" I love people who are committed to transforming the world "
+
+" I'm big fan of those who are making waves in the world! "
+
+##### <p align="center">( Rafael Lain ) </p>   -->
+
+#
+
+###### <p align="center"> Copyright 2025 Quantum Software Development. Code released under the [MIT License license.](https://github.com/Quantum-Software-Development/Math/blob/3bf8270ca09d3848f2bf22f9ac89368e52a2fb66/LICENSE)
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