PPA 10/10: Code Analysis With Machine Learning [program analysis crash course]

A lecture for BSc students in Innopolis University.

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0:00 Introduction
5:29 How Machine Learning Works
8:18 What is Machine Learning
12:48 Embedding
19:32 Data Science
28:50 AI Coding Companions
31:44 Auto Code Completion. Copilot
39:40 Pull Request Explanation
48:10 Expalain This to Me!
51:54 All in One Package
53:40 Repeat After Me!
56:24 Test Case Generation
58:37 Automated Refactoring
1:05:41 Large Language Models (LLM)
1:11:07 What's Next. Neural Software Analysis
1:12:43 Electroencephalography (EEG)
1:14:35 Summarize

Видео PPA 10/10: Code Analysis With Machine Learning [program analysis crash course] канала Yegor Bugayenko