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Mining Software Development History - Approaches and Challenges

Offered By: MLCon | Machine Learning Conference via YouTube

Tags

MLCon Courses Data Analysis Courses Machine Learning Courses Embeddings Courses

Course Description

Overview

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Explore the fascinating world of mining software development history in this 54-minute conference talk by Vadim Markovtsev from source{d} at MLCon. Delve into the rich insights that can be extracted from Version Control System logs, uncovering how projects evolve and developers work. Discover how past events can predict future outcomes in software development. Learn about various mining techniques and available tools, including embeddings, dynamic time warping, seriation, and HDBSCAN. Gain valuable knowledge on leveraging historical data to enhance software development processes and predict future trends in this engaging presentation.

Syllabus

Mining Software Development History: Approaches and Challenges | Vadim Markovtsev


Taught by

MLCon | Machine Learning Conference

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