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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" href="css/style.css" />
<link rel="stylesheet" href="lib/font-awesome/css/all.min.css">
<link rel="stylesheet" href="lib/academicons/css/academicons.min.css">
<title>João Eduardo Montandon</title>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-3HY62B6VW7"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-DNEGZRQ1FV');
</script>
</head>
<body>
<header>
<div>
<div>Hello! I'm a</div> <div id="text"></div> <div id="cursor"></div>
</div>
<div>
<hr>
</div>
</header>
<nav>
<h3>João Eduardo Montandon</h3>
<ul>
<li><a href="#about"><span>About</span></a></li>
<li><a href="#academic"><span>Academic</span></a></li>
<li><a href="#teaching"><span>Teaching</span></a></li>
<li><a href="#contact"><span>Contact</span></a></li>
</ul>
</nav>
<main>
<section id="about">
<h1>Who am I?</h1>
<img src="imgs/profile.jpg" alt="">
<p>
I'm a professor at DCC/UFMG, responsible for lecturing Software Engineering and Software Programming courses.
</p>
<p>
Also, I'm a member of the Applied Software Engineering Research Group (aSERG), where we conduct empirical
research in software engineering.
</p>
<p>
My research topics cover software maintenance and evolution, human aspects of software engineering, mining software repositories, and empirical software engineering.
Currently, I am investigating novel techniques to improve the productivity of software development activities.
</p>
<p>
Feel free to <a href="#contact">contact</a> me at any time!
</p>
</section>
<section id="academic">
<h1>Academic</h1>
<p>
<b>Important note:</b> The copyrights for the following papers belong to the publishers.
Papers may be downloaded for personal or research purposes only.
</p>
<div>
<h2>Publications</h2>
<div class="publication">
<div>
<span class="title">
GivenWhenThen: A Dataset of BDD Test Scenarios Mined from Open Source Projects
</span>
<br>
<span class="authors">
Luciano Belo de Alcântara Júnior, João Eduardo Montandon.
<i>23rd International Conference on Mining Software Repositories (MSR).</i> 2026.
</span>
<div class="footer">
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<a href="https://www.researchgate.net/publication/400095692_GivenWhenThen_A_Dataset_of_BDD_Test_Scenarios_Mined_from_Open_Source_Projects"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
Understanding Type Hints in Python Libraries and Frameworks: Early Insights
</span>
<br>
<span class="authors">
Thiago Roberto Magalhães, João Eduardo Montandon.
<i>34th IEEE/ACM International Conference on Program Comprehension (ICPC-ERA).</i> 2026.
</span>
<div class="footer">
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<li>
<a href="https://www.researchgate.net/publication/400405267_Understanding_Type_Hints_in_Python_Libraries_and_Frameworks_Early_Insights"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
PromiseAwait: A Dataset of JavaScript Migrations from Promises to Async/Await
</span>
<br>
<span class="authors">
Rafael Araujo Magesty, João Eduardo Montandon.
<i>IEEE/ACM Third International Conference on AI Foundation Models and Software Engineering (FORGE).</i> 2026.
</span>
<div class="footer">
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<li>
<a href="https://www.researchgate.net/publication/400095759_PromiseAwait_A_Dataset_of_JavaScript_Migrations_from_Promises_to_AsyncAwait"><i class="fas fa-file-pdf"></i></a>
</li>
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</div>
</div>
<div class="publication">
<div>
<span class="title">
MiG.4: A Curated Dataset of Library Migrations in Java and Python
</span>
<br>
<span class="authors">
Matheus Barbosa, Pedro Baptista, João Eduardo Montandon.
<i>IEEE/ACM Third International Conference on AI Foundation Models and Software Engineering (FORGE).</i> 2026.
</span>
<div class="footer">
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<a href="https://www.researchgate.net/publication/400095409_MiG4_A_Curated_Dataset_of_Library_Migrations_in_Java_and_Python"><i class="fas fa-file-pdf"></i></a>
</li>
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</div>
</div>
<div class="publication">
<div>
<span class="title">
Decoding the Configuration of AI Coding Agents: Insights from Claude Code Projects
</span>
<br>
<span class="authors">
Hélio Victor F. Santos, Vitor Costa, João Eduardo Montandon, and Marco Túlio Valente.
<i>International Workshop on Agentic Engineering (AGENT).</i> 2026.
</span>
<div class="footer">
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<li>
<a href="https://doi.org/10.48550/arXiv.2511.09268"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
Unboxing Default Argument Breaking Changes in 1 + 2 Data Science Libraries
</span>
<br>
<span class="authors">
João Eduardo Montandon, Luciana Lourdes Silva, Cristiano Politowski, Daniel Prates, Athur de Brito Bonifácio, Ghizlane El Boussaidi.
<i>Journal of Systems and Software.</i> 2025.
</span>
<div class="footer">
<ul class="icons">
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<a href="http://dx.doi.org/10.1016/j.jss.2025.112460"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
DABCheck: Um Plugin para Detecção de Mudanças Disruptivas em Argumentos-Padrão de Bibliotecas Python
</span>
<br>
<span class="authors">
Gabriel Lima Barros, João Vitor Bicalho, and João Eduardo Montandon.
<i>XXXIX Simpósio Brasileiro de Engenharia de Software (SBES).</i> 2025.
</span>
<div class="footer">
<ul class="icons">
<li>
<a href="http://dx.doi.org/10.5753/sbes.2025.11169"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
Detecting Code Smells using ChatGPT: Initial Insights
</span>
<br>
<span class="authors">
Luciana Lourdes Silva, Janio Silva, João Eduardo Montandon, Marco Túlio Valente.
<i>International Symposium on Empirical Software Engineering and Measurement - Emerging Results, Vision and Reflection (ESEIW-ERVR).</i> 2024.
</span>
<div class="footer">
<ul class="icons">
<li>
<a href="http://dx.doi.org/10.13140/RG.2.2.36634.04802"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
Unboxing Default Argument Breaking Changes in Scikit Learn
</span>
<br>
<span class="authors">
João Eduardo Montandon, Luciana Lourdes Silva, Cristiano Politowski, Ghizlane El Boussaidi and Marco Tulio Valente.
<i>23rd IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM).</i> 2023.
</span>
<div class="footer">
<ul class="icons">
<li>
<a href="/papers/pdf/2023_scam.pdf"><i class="fas fa-file-pdf"></i></a>
</li>
<li>
<a href="https://doi.org/10.5281/zenodo.7868227"><i class="fas fa-file-csv"></i></a>
</li>
<li>
<a href="/papers/slides/scam-2023-slides.pdf"><i class="fas fa-file-powerpoint"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
TechSpaces: Identifying and Clustering Popular Programming Technologies
</span>
<br>
<span class="authors">
Guilherme Miranda, João Eduardo Montandon, Marco Túlio Valente.
<i>16th Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS).</i> 2022.
</span>
<div class="footer">
<ul class="icons">
<li><a href="/papers/pdf/2022_sbcars.pdf"><i class="fas fa-file-pdf"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
On the Documentation of Self-Admitted Technical Debt in Issues
</span>
<br>
<span class="authors">
Laerte Xavier, Joao Eduardo Montandon, Fabio Ferreira, Rodrigo Brito, Marco Tulio Valente.
<i>Empirical Software Engineering.</i> 2022.
</span>
<div class="footer">
<ul class="icons">
<li><a href="https://homepages.dcc.ufmg.br/~mtov/pub/2022-emse.pdf"><i class="fas fa-file-pdf"></i></a></li>
</ul>
</div>
</div>
</div>
<div class="publication">
<div>
<span class="title">
Mining the Technical Skills of Open Source Developers
</span>
<br>
<span class="authors">
João Eduardo Montandon, Marco Túlio Valente.
<i>Thesis and Dissertations Contest (CTD), Brazilian Computer Society (SBC).</i> 2022.
</span>
<div class="footer">
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<li><a href="/papers/pdf/2022_ctd.pdf"><i class="fas fa-file-pdf"></i></a></li>
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<div class="publication">
<div>
<span class="title">
Comments or Issues: Where to Document Technical Debt?
</span>
<br>
<span class="authors">
Laerte Xavier, João Eduardo Montandon, Marco Tulio Valente.
<i>IEEE Software.</i> 2022.
</span>
<div class="footer">
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<li><a href="/papers/pdf/2022_ieeesw.pdf"><i class="fas fa-file-pdf"></i></a></li>
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<div class="publication">
<div>
<span class="title">
Video Game Project Management Anti-patterns
</span>
<br>
<span class="authors">
Gabriel Ullmann, Cristiano Politowski, Fábio Petrillo, Yann-Gaël Guéhéneuc, João Eduardo Montandon.
<i>Workshop on Games and Software Engineering (GAS), International Conference on Software Engineering.</i> 2022.
</span>
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<li><a href="/papers/pdf/2022_gas.pdf"><i class="fas fa-file-pdf"></i></a></li>
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<div class="publication">
<div>
<span class="title">
What skills do IT companies look for in new developers? A study with Stack Overflow jobs
</span>
<br>
<span class="authors">
João Eduardo Montandon, Cristiano Politowski, Luciana Lourdes Silva, Marco Túlio Valente, Fábio
Petrillo, Yann-Gaël Guéhéneuc. <i>Information and Software Technology (IST).</i> 2021.
</span>
<div class="footer">
<ul class="icons">
<li><a href="/papers/pdf/2021_ist_short.pdf"><i class="fas fa-file-pdf"></i></a></li>
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<div class="publication">
<div>
<span class="title">
Mining the Technical Roles of GitHub Users
</span>
<br>
<span class="authors">
João Eduardo Montandon, Marco Tulio Valente, Luciana Lourdes Silva
<i>Information and Software Technology (IST).</i> 2021.
</span>
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<div class="publication">
<div>
<span class="title">
Are Game Engines Software Frameworks? A three-perspective study
</span>
<br>
<span class="authors">
Cristiano Politowski, Fábio Petrillo, João Eduardo Montandon, Marco Tulio Valente, Yann-Gaël Guéhéneuc.
<i>Journal of Systems and Software (JSS).</i> 2021.
</span>
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<div class="publication">
<div>
<span class="title">
Identifying Experts in Software Libraries and Frameworks among GitHub Users
</span>
<br>
<span class="authors">
João Eduardo Montandon, Luciana Lourdes Silva, Marco Tulio Valente
<i>16th International Conference on Mining Software Repositories (MSR).</i> 2019.
</span>
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<li><a href="/papers/pdf/2019_msr.pdf"><i class="fas fa-file-pdf"></i></a></li>
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<div>
<span class="title">
Resultados da Primeira Rede de Sensores de Auscultação de Barragens Sem Fio, Autonômica e de Baixo Custo da Cemig GT
</span>
<br>
<span class="authors">
Cunha, A. B. ; Gontijo, A. F. ; Braga, A. R. ; Montandon, J. E. ; Lima, D. P. ; Brandão, D. A. L. ; Maciel, P. H. A. ;
Pinto, V. M. M. ; Melo, A. V. ; Caliman, E. H. ; Andrade, J. S.
<i>IX Congresso de Inovação Tecnológica em Energia Elétrica.</i> 2017.
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<span class="title">
APIMiner 2.0: Uma Plataforma para Recomendação de Exemplos de Uso de APIs Baseados em Padrões de Uso
</span>
<br>
<span class="authors">
Hudson Silva Borges, João Eduardo Montandon, Marco Tulio Valente, Heitor Costa, Daniel Felix
<i>IIV Congresso Brasileiro de Software: Teoria e Prática (Sessão de Ferramentas).</i> 2013.
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Documenting APIs with Examples: Lessons Learned with the APIMiner Platform
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<br>
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João Eduardo Montandon, Hudson Borges, Daniel Felix, Marco Tulio Valente
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APIMiner: Uma Plataforma para Recomendação de Exemplos de Uso de APIs
</span>
<br>
<span class="authors">
João Eduardo Montandon, Marco Tulio Valente
<i>III Congresso Brasileiro de Software: Teoria e Prática, sessão de ferramentas.</i> 2012.
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Static Correspondence and Correlation between Field Defects and Warnings Reported by a Bug Finding Tool
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<br>
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César F. M. Couto, João Eduardo Montandon, Christopher Silva, Marco Tulio Valente
<i>Software Quality Journal (SQJ).</i> 2012.
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<span class="title">
Avaliação da Relevância dos Warnings Reportados por Ferramentas de Análise Estática
</span>
<br>
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João Eduardo Montandon, Marco Tulio Valente
<i>XXX Concurso de Trabalhos de Iniciação Científica (CTIC).</i> 2011.
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<span class="title">
Study on the Relevance of the Warnings Reported by Java Bug-Finding Tools
</span>
<br>
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João Eduardo Montandon, César F. M. Couto, Silvio José de Souza, Marco Tulio Valente
<i>IET Software.</i> 2011.
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<span class="title">
Um Estudo sobre a Correlação entre Defeitos de Campo e Warnings Reportados por uma Ferramenta de Análise Estática
</span>
<br>
<span class="authors">
João Eduardo Montandon, César F. M. Couto, Silvio José de Souza, Marco Tulio Valente
<i>IX Simpósio Brasileiro de Qualidade de Software (SBQS).</i> 2010.
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<span class="title">
Os Defeitos Detectados pela Ferramenta de Análise Estática FindBugs são Relevantes?
</span>
<br>
<span class="authors">
João Eduardo Montandon, Silvio José de Souza, Marco Tulio Valente
<i>IX Simpósio Brasileiro de Qualidade de Software (SBQS).</i> 2010.
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<span class="title">
Uma Meta-Ferramenta para Detecção de Defeitos
</span>
<br>
<span class="authors">
Silvio José de Souza, João Eduardo Montandon, Marco Túlio Valente
<i>VII Workshop de Manutenção de Software Moderna (WMSM).</i> 2010.
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<h2>Thesis & Dissertation</h2>
<div class="publication">
<div>
<span class="title">
Mining the Technical Skills of Open Source Developers
</span>
<br>
<span class="authors">
João Eduardo Montandon, PhD. thesis, Computer Science Department, <i>Federal University of Minas Gerais (DCC/UFMG).</i> 2021.
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<div>
<span class="title">
Documenting Application Programming Intefaces with Source Code Examples
</span>
<br>
<span class="authors">
João Eduardo Montandon, Msc. dissertation, Computer Science Department, <i>Federal University of Minas Gerais
(DCC/UFMG).</i> 2013.
</span>
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<div>
<h2>Honors & Awards</h2>
<div class="board">
<div>
<i class="fas fa-award"></i>
<h4>2024</h4>
<span>Best Paper</span>
<footer>
International Symposium on Empirical Software Engineering and Measurement (ESEIW-ERVR)
</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2024</h4>
<span>Honored professor</span>
<footer>
Software Development '24 graduating class
</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2022</h4>
<span>2nd Best Thesis</span>
<footer>
Thesis and Dissertations Contest for Software Engineering (CTD-ES)
</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2022</h4>
<span>Best Thesis Finalist</span>
<footer>
XXXV Thesis and Dissertations Contest (CTD)
</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2018</h4>
<span>Honored professor</span>
<footer>
Software Development '18 graduating class
</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2016</h4>
<span>Honored professor</span>
<footer>Information Technology '16 graduating class</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2011</h4>
<span>Best Undergrad Research Finalist</span>
<footer>XXX Undergraduation Research Contest (CTIC)</footer>
</div>
<div>
<i class="fas fa-award"></i>
<h4>2010</h4>
<span>Best paper</span>
<footer>Best paper at SBQS'10</footer>
</div>
</div>
<ul>
</ul>
</div>
</section>
<section id="teaching">
<h1>Teaching</h1>
<p>
Here you can find basic info about the courses I am responsible for.
Classes are in portuguese, but you can find a small description about them below.
</p>
<div class="course">
<h3>Engenharia de Software <span>Software Engineering</span></h3>
<ul class="badges">
<li>Agile Methodologies</li>
<li>Software Design</li>
<li>Software Architecture</li>
<li>Tests</li>
<li>DevOps</li>
</ul>
<div>
<p>
In this course, I lecture fundamental aspects of modern software engineering, including agile methods, software design and architecture, automated tests and DevOps.
</p>
</div>
<div class="classes">
<i>Offered at: 2025/01—Now</i>
</div>
</div>
<div class="course">
<h3>Linguagens de Programação <span>Programming Languages</span></h3>
<ul class="badges">
<li>Functional Programming</li>
<li>Object Oriented Programming</li>
<li>Logical Programming</li>
</ul>
<div>
<p>
In this course, I provide in-depth instruction on the major programming languages paradigms, with a emphasis on Functional Programming concepts.
</p>
</div>
<div class="classes">
<i>Offered at: 2024/02—Now</i>
</div>
</div>
<div class="course">
<h3>Programação e Desenvolvimento de Software II <span>Software Programming and Development II</span></h3>
<ul class="badges">
<li>Object Oriented Programming</li>
<li>C++</li>
<li>Software Development Practices</li>
<li>Software Testing</li>
<li>Version Control</li>
</ul>
<div>
<p>
In this course, I teach more advanced software development techniques, focused on Object-Oriented Programming (OOP) principles.
</p>
</div>
<div class="classes">
<i>Offered at: 2024/02</i>
</div>
</div>
<div class="course">
<h3>Programação Orientada a Objetos <span>Object Oriented Programming</span></h3>
<ul class="badges">
<li>Object Oriented Programming</li>
<li>Java</li>
</ul>
<div>
<p>
In this course, I provide in-depth instruction on Object-Oriented Programming (OOP) principles, with a strong emphasis on the Java programming language.
</p>
</div>
<div class="classes">
<i>Offered at: 2024—2021</i>
</div>
</div>
<div class="course">
<h3>Desenvolvimento de Aplicativos Android <span>Mobile App Development: Android</span></h3>
<ul class="badges">
<li>Mobile</li>
<li>Android</li>
<li>Java</li>
</ul>
<div>
<p>
In this course the students learn the fundamental concepts needed for developing mobile applications on the Android platform.
Also, students are encouraged to look for real-world problems and how a mobile app solution can help solving them.
</p>
</div>
<div class="classes">
<i>Offered at: 2024—2021</i>
</div>
</div>
<div class="course">
<h3>Desenvolvimento de Aplicações Web <span>Web Applications Development</span></h3>
<ul class="badges">
<li>Frontend</li>
<li>Backend</li>
<li>Database</li>
<li>REST</li>
</ul>
<div>
<p>
The objective of this course is to teach the fundamental principles in web application development.
The idea is to expose the students to concepts, techniques, technologies, and platforms necessary to create such applications from scratch.
</p>
</div>
<div class="classes">
<i>Offered at: 2024—2021, 2018—2014</i>
</div>
</div>
<div class="course">
<h3>Técnicas de Desenvolvimento de Software <span>Software Development Techniques</span></h3>
<ul class="badges">
<li>Software Engineering</li>
<li>Git</li>
<li>Software Architecture</li>
<li>TDD</li>
</ul>
<div>
<p>
In this course, I teach software development techniques we frequently use when implemeting computer programs.
We assume the students are aware of the main software design concepts, so we can focus on the techniques to effectively implement and maintain any kind of software.
</p>
</div>
<div class="classes">
<i>Offered at: 2024—2021</i>
</div>
</div>
<div class="course">
<h3>Introdução a Programação <span>Introduction to Programming</span></h3>
<ul class="badges">
<li>algorithms</li>
<li>programming</li>
<li>C</li>
</ul>
<div>
<p>
This course starts by introducing problem-solving concepts and how to use algorithms to solve them.
Later, we start by practicing these concepts in a real programming language (C).
</p>
</div>
<div class="classes">
<i>Offered at: 2018—2014</i>
</div>
</div>
</section>
<section id="contact">
<h1>Get in Touch</h1>
<p>
Universidade Federal de Minas Gerais <br>
Instituto de Ciências Exatas - Room 4324 <br>
Av. Antonio Carlos, 6627 - Pampulha <br>
31270-010 - Belo Horizonte - MG - Brazil <br>
Phone: 55-31-3409-7543 <br>
E-mail: joao<span style="display: none;">oiio</span>@dcc.ufmg.br
</p>
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