Language - Lecture 6 - CS50's Introduction to Artificial Intelligence with Python 2020

Name: Language - Lecture 6 - CS50's Introduction to Artificial Intelligence with Python 2020
Uploaded: 2020-04-10T13:28:54Z
Channel: CS50
Description: 00:00:00 - Introduction 00:00:15 - Language 00:04:55 - Syntax and Semantics 00:10:23 - Context-Free Grammar 00:20:35 - nltk 00:28:00 - n-grams 00:30:28 ...

CS50 · Beginner ·🧠 Large Language Models ·5y ago

00:00:00 - Introduction 00:00:15 - Language 00:04:55 - Syntax and Semantics 00:10:23 - Context-Free Grammar 00:20:35 - nltk 00:28:00 - n-grams 00:30:28 - Tokenization 00:38:00 - Markov Models 00:42:41 - Bag-of-Words Model 00:46:38 - Naive Bayes 01:09:18 - Information Retrieval 01:12:06 - tf-idf 01:21:04 - Information Extraction 01:30:13 - WordNet 01:32:06 - Word Representation 01:38:18 - word2vec This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recog…

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Chapters (16)

Introduction

0:15 Language

4:55 Syntax and Semantics

10:23 Context-Free Grammar

20:35 nltk

28:00 n-grams

30:28 Tokenization

38:00 Markov Models

42:41 Bag-of-Words Model

46:38 Naive Bayes

1:09:18 Information Retrieval

1:12:06 tf-idf

1:21:04 Information Extraction

1:30:13 WordNet

1:32:06 Word Representation

1:38:18 word2vec

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