Valerio Maggio

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software maintenance machine learning software engineering kernel methods unit testing python clone detection junit java software testing europython code clones pattern matching code duplications icsm software design refactoring jmock mocking clustering data analysis unsupervised machine learning thesis phd thesis scientific computing number crunching ipython numpy scipy numerical computing computational science programming software modularisation source code code analysis code normalisation object oriented design object-oriented programming testing design patterns software development tdd agile methodologies tdd principles test driven development scaffolfding google app engine django gae web web frameworks

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Valerio Maggio

Presentations

Web frameworks

Unit testing and scaffolding

Test Driven Development

Design patterns and Refactoring

Unit testing with Junit

Junit in action

Scaffolding with JMock

Refactoring: Improve the design of existing code

A Tree Kernel based approach for clone detection

LINSEN an efficient approach to split identifiers and expand abbreviations

Machine Learning for Software Maintainability

Clone detection in Python

Number Crunching in Python

Improving Software Maintenance using Unsupervised Machine Learning techniques

Unsupervised Machine Learning for clone detection

Likes

Alexandra Johnson, Software Engineer, SigOpt, at MLconf NYC 2017

Flink vs. Spark

Real Time Analytics: Algorithms and Systems

Vectorland: Brief Notes from Using Text Embeddings for Search

Python as the Zen of Data Science

PyData 2015 Keynote: "A Systems View of Machine Learning"

A Statistician's 'Big Tent' View on Big Data and Data Science (Version 8)

Dark Data: A Data Scientists Exploration of the Unknown by Rob Witoff PyData SV 2014

iBeacon Indoor Proximity System

Mining Sociotechnical Information From Software Repositories

Intro To Django

Odessapy2013 - Graph databases and Python

Practical Medium Data Analytics with Python (10 Things I Hate About pandas, PyData NYC 2013)

Building Better Analytics Workflows (Strata-Hadoop World 2013)

Introduction to Slide Design: 7 Rules for Creating Effective Slides

How to Get My Paper Accepted at Top Software Engineering Conferences