SQM 24/24: Neural Metrics [software quality crash course] [eng sub] скачать в хорошем качестве

SQM 24/24: Neural Metrics [software quality crash course] [eng sub]

A lecture for BSc students in HSE University. The slides are here: https://github.com/yegor256/sqm (in LaTeX and PDF) Blog: https://www.yegor256.com Books: https://www.yegor256.com/books.html GitHub: https://github.com/yegor256 (don’t hesitate to follow in order to stay informed) Telegram channel with recent news and updates: https://t.me/yegor256news (subscribe to not miss a thing) Twitter with daily and weekly updates:   / yegor256   (follow me!) iTunes: https://podcasts.apple.com/us/podcast... SoundCloud:   / yegor256   Yandex Music podcast by yegor256: https://music.yandex.ru/album/31142286 00:00 Вступление 01:52 Для чего был этот курс 22:22 2021. Neural Software Analysis 25:25 2016. Comparing and Experimenting Machine Learning Techniques for Code Smell Detection 27:39 2016. Deep Learning Code Fragments for Code Clone Detection 29:23 2017. Learning a Static Analyzer From Data 38:47 2013. Distributed Representations of Words and Phrases and Their Compositionality 41:57 2018. DeepBugs: A Learning Techniques Approach to Name-Based Bug Detection 45:07 2018. Detecting Code Smells Using Machine Learning Techniques: Are We There Yet? 50:58 2019. Code2vec: Learning Distributed Representation of Code 56:18 2023. SkipAnalysis With Large Language Models 59:33 2023. Assisting Static Analysis With Large Language Models: A ChatGPT Experiment 01:06:32 2023. Predicting Software Cohesion Metrics With Machine Learning Techniques 01:11:47 2024. Can Open-Source LLMs Detect Bugs in C++ Code? 01:16:40 Выводы по курсу