YoVDO

From Code to Insight: Using NLP and Pattern Analysis in Git History

Offered By: Conf42 via YouTube

Tags

Software Development Courses Data Mining Courses Machine Learning Courses Project Management Courses Git Courses Sentiment Analysis Courses Version Control Courses Software Engineering Courses

Course Description

Overview

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Explore a conference talk that delves into leveraging Natural Language Processing (NLP) and pattern analysis techniques to extract valuable insights from Git history. Learn about project management, sources of sentiments, and the typical NLP pipeline. Discover how to apply these concepts to gain a deeper understanding of code repositories and development processes. Gain practical knowledge on utilizing Git logs and NLP tools to uncover meaningful patterns and trends in software development projects.

Syllabus

intro
preamble
about me
project management
sources of sentiments
git log
natural language processing - nlp
typical nlp pipeline
what is important


Taught by

Conf42

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