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index.html
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<!DOCTYPE HTML>
<!--
Editorial by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<div class="main">
<head>
<title>Portfolio Cecilia Dalotto</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper">
<!-- Main -->
<div id="main">
<div class="inner">
<!-- Header -->
<header id="header">
<a href="index.html" class="logo" style="font-size: 25px"><strong>Portfolio</strong> Cecilia Dalotto</a>
</header>
<!-- Banner -->
<section id="banner">
<div class="content">
<header>
<h1 style="font-size: 47px"><br />Benvenuto nel mio <br />
portfolio di progetti</h1>
</header>
<p style="font-size: 17px"> Ciao! In questa pagina puoi trovare tutti i progetti che ho sviluppato utilizzando concetti e strumenti di Data Science. Troverai anche le mie esperienze professionali e altre competenze acquisite lavorando nell'ambito della scienza dei dati.
Se sei interessato o vuoi maggiori informazioni, sentiti libero di contattarmi utilizzando i link in fondo alla pagina.
<br/>
<br/>
</p>
<ul class="actions">
<li><a href="https://www.linkedin.com/in/ceciliadalotto/" class="button big" target="_blank">LinkedIn</a></li>
<li><a href="https://github.com/ceciliaesd/" class="button big" target="_blank">GitHub</a></li>
</ul>
</div>
<img style="padding-right: 60px; padding-left: 40px;" src="img/profile_photo2.png" alt="Profile" height="470" width="445">
</span>
</section>
<!-- Section -->
<section>
<header class="major">
<h2>Skills</h2>
</header>
<div class="features">
<article>
<span class="icon solid fa-code-branch"></span>
<div class="content">
<h3>Linguaggi</h3>
<p>- Python (NumPy, pandas, PyCharm, SciPy, statsmodel, scikit-learn,</br>
Hadoop, TensorFlow, XGBoost, Keras, PyTorch, Jupyter)</br>
- R (dplyr, tidyr, data.table, plotly, xgboost)</br>
- SQL (MySQL, PostgreSQL)</br>
</p>
</div>
</article>
<article>
<span class="icon solid fa-signal"></span>
<div class="content">
<h3>Machine Learning</h3>
<p>- Supervised learning, Unsupervised learning, Classification,
Regression, PCA, Clustering, Neural Networks, Time Series, NLP,
Reinforcement Learning, resampling methods </br>
- Big data (Apache Spark, Hadoop)
</p>
</div>
</article>
<article>
<span class="icon solid fa-chart-pie"></span>
<div class="content">
<h3>Visualizzazioni</h3>
<p>- Dashboards, storytelling</br>
- Seaborn, Matplotlib, Plotly, ggplot2</br>
- Power BI, Tableau
</p>
</div>
</article>
<article>
<span class="icon solid fa-code"></span>
<div class="content">
<h3>Altro</h3>
<p>- Data management: architecture, data warehousing,</br>
data quality, data transformation, data modeling, data pipelines (ETL)</br>
- Clouds: Azure, Google cloud, AWS Amazon
</p>
</div>
</article>
</div>
</section>
<!-- Section -->
<section>
<header class="major">
<h2>Progetti</h2>
</header>
<div class="posts">
<article>
<a href="https://github.com/ceciliaesd/Rossman-Sales-Model/blob/main/Rossmann_sales_model.ipynb" class="image"><img src="img/digital-marketing-g18a635ad8_640.jpg" alt=""
height="320"
width="480"/></a>
<h3>Rossman Sales Model </h3>
<p>Sviluppo di un algoritmo che prevede i saldi di una catena di farmacie per le prossime 6 settimane, in base alle caratteristiche di ogni negozio.</p>
<ul class="actions">
<li><a href="https://github.com/ceciliaesd/Rossman-Sales-Model/blob/main/Rossmann_sales_model.ipynb" class="button">Scopri di più</a></li>
</ul>
</article>
<article>
<a href="https://github.com/ceciliaesd/Bank-Fraud-Detection/blob/main/Bank_fraud_detection.ipynb" class="image"><img src="img/rupixen-com-Q59HmzK38eQ-unsplash.jpg" alt=""
height="320"
width="480"/></a>
<h3>Bank Fraud Detection </h3>
<p>Sistema creato per classificare le transazioni fraudolente con il 99,7% di precisione, riducendo i costi aziendali per questi tipi di procedure.</p>
<ul class="actions">
<li><a href="https://github.com/ceciliaesd/Bank-Fraud-Detection/blob/main/Bank_fraud_detection.ipynb" class="button">Scopri di più</a></li>
</ul>
</article>
<article>
<a href="https://github.com/ceciliaesd/Cardio-Diseases-Prediction/blob/main/Cardio_diseases_prediction.ipynb" class="image"><img src="img/heart-g6d4d9fd7e_1920.jpg" alt=""
height="320"
width="480"/></a>
<h3>Cardio Diseases Prediction</h3>
<p>Modello di Machine Learning utilizzato per rilevare malattie cardiovascolari nelle fasi iniziali, migliorando la precisione diagnostica e riducendo i costi aziendali.</p>
<ul class="actions">
<li><a href="https://github.com/ceciliaesd/Cardio-Diseases-Prediction/blob/main/Cardio_diseases_prediction.ipynb" class="button">Scopri di più</a></li>
</ul>
</article>
<article>
<a href="https://github.com/ceciliaesd/Health-Insurance-Cross-Sell/blob/main/Health_insurance_cross_sell.ipynb" class="image"><img src="img/insurance-health-claim.jpg" alt=""
height="320"
width="480"/></a>
<h3>Health Insurance Cross Sell</h3>
<p>Modello sviluppato per aumentare i profitti di una compagnia assicurativa, rilevando la probabilità di acquisto e perdita di clienti tramite offerte di prodotti aggiuntivi.</p>
<ul class="actions">
<li><a href="https://github.com/ceciliaesd/Health-Insurance-Cross-Sell/blob/main/Health_insurance_cross_sell.ipynb" class="button">Scopri di più</a></li>
</ul>
</article>
<article>
<a href="https://github.com/ceciliaesd/House-Pricing-Insights/blob/main/House_pricing_insights.png" class="image"><img src="img/douglas-sheppard-9rYfG8sWRVo-unsplash.jpg" alt=""
height="320"
width="480"/></a>
<h3>House Pricing Insights</h3>
<p>Dashboard e visualizzazioni con le principali informazioni degli immobili disponibili sul mercato.</p>
<ul class="actions">
<li><a href="https://github.com/ceciliaesd/House-Pricing-Insights/blob/main/House_pricing_insights.png" class="button">Scopri di più</a></li>
</ul>
</article>
</div>
</section>
<!-- Section -->
<section>
<header class="major">
<h2>Contatti</h2>
</header>
<p> Se sei interessato o ti servono più informazioni, contattami attraverso questi canali:</p>
<ul class="contact" style="line-height:60%">
<li class="icon solid fa-envelope">E-mail: [email protected]</li>
<li class="icon solid fa-phone">Skype: Cecilia Dalotto</li>
</ul>
</section>
</div>
</div>
</div>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</div>
</html>