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AlphaCode Explained - AI Code Generation

Offered By: Edan Meyer via YouTube

Tags

Natural Language Processing (NLP) Courses Machine Learning Courses Sampling Courses Competitive Programming Courses

Course Description

Overview

Explore DeepMind's AlphaCode, a massive language model for code generation, in this 33-minute video. Delve into the inner workings of AlphaCode, comparing it to OpenAI Codex and analyzing its capabilities in competitive programming. Learn about the model's architecture, including its pretraining process, sampling techniques, and ensemble approach. Examine the paper's key findings, including insights on copying and examples. Gain a comprehensive understanding of this cutting-edge AI technology and its potential impact on the field of natural language processing and code generation.

Syllabus

Intro
Overview
Paper Overview
Competitive Programming
How it Works
Pretraining
Sampling
Ensemble
Demo
Graph
Paper
Copying
Examples


Taught by

Edan Meyer

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