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Invidious (YT)

Invidious > Channel > Artificial Intelligence - All in One

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YT	8 minutes 39 seconds

Artificial Intelligence - All in One Lecture 1 — Introduction - Natural Language Processing \| University of Michigan

YT	7 minutes 52 seconds

Artificial Intelligence - All in One Lecture 2 — Examples of Text - Natural Language Processing \| University of Michigan

YT	6 minutes 33 seconds

Artificial Intelligence - All in One Lecture 3 — Funny Sentences - Natural Language Processing \| University of Michigan

YT	8 minutes 7 seconds

Artificial Intelligence - All in One Lecture 4 — Administrative - Natural Language Processing \| University of Michigan

YT	25 minutes 56 seconds

Artificial Intelligence - All in One Lecture 5 — Why is NLP hard - Natural Language Processing \| University of Michigan

YT	16 minutes 55 seconds

Artificial Intelligence - All in One Lecture 6 — Background - Natural Language Processing \| University of Michigan

YT	21 minutes 28 seconds

Artificial Intelligence - All in One Lecture 7 — Linguistics - Natural Language Processing \| University of Michigan

YT	7 minutes 27 seconds

Artificial Intelligence - All in One Lecture 8 — Text Similarity (Introduction) - Natural Language Processing \| Michigan

YT	15 minutes 50 seconds

Artificial Intelligence - All in One Lecture 9 — Parts of Speech - Natural Language Processing \| University of Michigan

YT	20 minutes 22 seconds

Artificial Intelligence - All in One Lecture 10 — Morphology and the Lexicon - Natural Language Processing \| Michigan

YT	14 minutes 55 seconds

Artificial Intelligence - All in One Lecture 11 — Morphological Similarity (Stemming) - Natural Language Processing

YT	20 minutes 54 seconds

Artificial Intelligence - All in One Lecture 12 — Spelling Similarity (Edit Distance) - Natural Language Processing

YT	3 minutes 47 seconds

Artificial Intelligence - All in One Lecture 13 — NACLO - Natural Language Processing

YT	11 minutes 31 seconds

Artificial Intelligence - All in One Lecture 14 — Preprocessing - Natural Language Processing

YT	14 minutes 17 seconds

Artificial Intelligence - All in One Lecture 15 — Semantic Similarity- Synonymy and other Semantic Relations - NLP

YT	7 minutes 39 seconds

Artificial Intelligence - All in One Lecture 16 — Thesaurus-based Word Similarity Methods - Natural Language Processing

YT	9 minutes 21 seconds

Artificial Intelligence - All in One Lecture 17 — The Vector Space Model - Natural Language Processing \| Michigan

YT	23 minutes 10 seconds

Artificial Intelligence - All in One Lecture 18 — Dimensionality Reduction - Natural Language Processing \| Michigan

YT	14 minutes 33 seconds

Artificial Intelligence - All in One Lecture 19 — NLP Tasks 1-3 - Natural Language Processing \| University of Michigan

YT	15 minutes 22 seconds

Artificial Intelligence - All in One Lecture 20 — NLP Tasks 2-3 - Natural Language Processing \| University of Michigan

YT	16 minutes 22 seconds

Artificial Intelligence - All in One Lecture 21 — NLP Tasks 3-3 - Natural Language Processing \| University of Michigan

YT	31 minutes 3 seconds

Artificial Intelligence - All in One Lecture 22 — Syntax - Natural Language Processing \| University of Michigan

YT	17 minutes 13 seconds

Artificial Intelligence - All in One Lecture 23 — Parsing - Natural Language Processing \| University of Michigan

YT	25 minutes 3 seconds

Artificial Intelligence - All in One Lecture 24 — Classic Parsing Methods - Natural Language Processing \| Michigan

YT	16 minutes 25 seconds

Artificial Intelligence - All in One Lecture 25 — Earley Parser - Natural Language Processing \| University of Michigan

YT	17 minutes 40 seconds

Artificial Intelligence - All in One Lecture 26 — The Penn Treebank - Natural Language Processing \| University of Michigan

YT	15 minutes 17 seconds

Artificial Intelligence - All in One Lecture 27 — Parsing Introduction and recap Parsing noun sequences - NLP

YT	14 minutes 43 seconds

Artificial Intelligence - All in One Lecture 28 — Prepositional phrase attachment (1/3) -Natural Language Processing \| Michigan

YT	16 minutes 45 seconds

Artificial Intelligence - All in One Lecture 29 — Prepositional phrase attachment (2/3) - Natural Language Processing \| Michigan

YT	12 minutes 35 seconds

Artificial Intelligence - All in One Lecture 30 — Prepositional phrase attachment (3/3) \| Natural Language Processing \| Michigan

YT	12 minutes 45 seconds

Artificial Intelligence - All in One Lecture 31 — Statistical Parsing - Natural Language Processing \| University of Michigan

YT	9 minutes

Artificial Intelligence - All in One Lecture 32 — Lexicalized Parsing - Natural Language Processing \| University of Michigan

YT	18 minutes 28 seconds

Artificial Intelligence - All in One Lecture 33 — Dependency Parsing - Natural Language Processing \| University of Michigan

YT	10 minutes

Artificial Intelligence - All in One Lecture 34 — Alternative Parsing Formalisms - Natural Language Processing \| Michigan

YT	21 minutes 12 seconds

Artificial Intelligence - All in One Lecture 35 — Probabilities - Natural Language Processing \| University of Michigan

YT	10 minutes 49 seconds

Artificial Intelligence - All in One Lecture 36 — Bayes Theorem - Natural Language Processing \| University of Michigan

YT	19 minutes 22 seconds

Artificial Intelligence - All in One Lecture 37 — Language Modeling (1/3) - Natural Language Processing \| Michigan

YT	3 minutes 6 seconds

Artificial Intelligence - All in One Lecture 38 — Language Modeling (1/3 cont 'd ) - Natural Language Processing \| Michigan

YT	10 minutes 57 seconds

Artificial Intelligence - All in One Lecture 39 — Language Modeling (2/3) - Natural Language Processing \| Michigan

YT	15 minutes 7 seconds

Artificial Intelligence - All in One Lecture 40 — Language Modeling (3/3)- Natural Language Processing \| Michigan

YT	20 minutes 7 seconds

Artificial Intelligence - All in One Lecture 41 — Word Sense Disambiguation - Natural Language Processing \| Michigan

YT	8 minutes 34 seconds

Artificial Intelligence - All in One Lecture 42 — Noisy Channel Model - Natural Language Processing \| University of Michigan

YT	17 minutes 58 seconds

Artificial Intelligence - All in One Lecture 43 — Part of Speech Tagging - Natural Language Processing \| Michigan

YT	24 minutes 42 seconds

Artificial Intelligence - All in One Lecture 44 — Hidden Markov Models (1/2) - Natural Language Processing \| Michigan

YT	5 minutes 29 seconds

Artificial Intelligence - All in One Lecture 45 — Hidden Markov Models (2/2) - Natural Language Processing \| Michigan

YT	9 minutes 21 seconds

Artificial Intelligence - All in One Lecture 46 — Statistical POS Tagging - Natural Language Processing \| Michigan

YT	5 minutes 35 seconds

Artificial Intelligence - All in One Lecture 47 — Information Extraction - Natural Language Processing \| Michigan

YT	21 minutes 12 seconds

Artificial Intelligence - All in One Lecture 48 — Relation Extraction - Natural Language Processing \| University of Michigan

YT	21 minutes 21 seconds

Artificial Intelligence - All in One Lecture 49 — Question Answering - Natural Language Processing \| University of Michigan

YT	21 minutes 41 seconds

Artificial Intelligence - All in One Lecture 50 — Evaluation of QA , System Architecture \| NLP\| University of Michigan

YT	7 minutes 57 seconds

Artificial Intelligence - All in One Lecture 51 — System Architecture (QA) \| NLP \| University of Michigan

YT	14 minutes 8 seconds

Artificial Intelligence - All in One Lecture 52 — Question Answering Systems (1/2) \| NLP \| University of Michigan

YT	10 minutes 40 seconds

Artificial Intelligence - All in One Lecture 53 — Question Answering Systems (2/2) \| NLP \| University of Michigan

YT	11 minutes 38 seconds

Artificial Intelligence - All in One Lecture 54 — Summarization \| Natural Language Processing \| Michigan

YT	19 minutes 22 seconds

Artificial Intelligence - All in One Lecture 55 — Summarization Techniques (1/3) \| NLP \| University of Michigan

YT	20 minutes 13 seconds

Artificial Intelligence - All in One Lecture 56 — Summarization Techniques (2/3) \| NLP \| University of Michigan

YT	10 minutes 11 seconds

Artificial Intelligence - All in One Lecture 57 — Summarization Techniques (3/3) \| NLP \| University of Michigan

YT	25 minutes 19 seconds

Artificial Intelligence - All in One Lecture 58 — Summarization Evaluation \| NLP \| University of Michigan

YT	5 minutes 20 seconds

Artificial Intelligence - All in One Lecture 59 — Sentence Simplification \| NLP \| University of Michigan

YT	11 minutes 34 seconds

Artificial Intelligence - All in One Lecture 60 — Collocations \| Natural Language Processing \| University of Michigan

YT	21 minutes 11 seconds

Artificial Intelligence - All in One Lecture 61 — Information Retrieval \| NLP \| University of Michigan

YT	11 minutes 10 seconds

Artificial Intelligence - All in One Lecture 62 — Evaluation of IR \| NLP \| University of Michigan

YT	26 minutes 8 seconds

Artificial Intelligence - All in One Lecture 63 — Text Classification \| NLP \| University of Michigan

YT	15 minutes 20 seconds

Artificial Intelligence - All in One Lecture 64 — Text Clustering \| NLP \| University of Michigan

YT	2 minutes 24 seconds

Artificial Intelligence - All in One Lecture 65 — Information Retrieval Toolkits \| NLP \| University of Michigan

YT	8 minutes 44 seconds

Artificial Intelligence - All in One Lecture 66 — Sentiment Analysis \| NLP \| University of Michigan

YT	7 minutes 48 seconds

Artificial Intelligence - All in One Lecture 67 — Sentiment Lexicons \| NLP \| University of Michigan

YT	6 minutes 56 seconds

Artificial Intelligence - All in One Lecture 68 — Semantics \| Natural Language Processing \| University of Michigan

YT	9 minutes 17 seconds

Artificial Intelligence - All in One Lecture 69 — Representing and Understanding Meaning \| NLP \| Michigan

YT	7 minutes 32 seconds

Artificial Intelligence - All in One Lecture 70 — First Order Logic \| Natural Language Processing \| University of Michigan

YT	12 minutes 1 second

Artificial Intelligence - All in One Lecture 71 — Knowledge Representation \| NLP \| University of Michigan

YT	6 minutes 37 seconds

Artificial Intelligence - All in One Lecture 72 — Inference \| Natural Language Processing \| University of Michigan

YT	9 minutes 18 seconds

Artificial Intelligence - All in One Lecture 73 — Semantic Parsing \| NLP \| University of Michigan

YT	14 minutes 57 seconds

Artificial Intelligence - All in One Lecture 74 — Discourse Analysis \| NLP \| University of Michigan

YT	16 minutes 40 seconds

Artificial Intelligence - All in One Lecture 75 — Coherence \| Natural Language Processing \| University of Michigan

YT	9 minutes 23 seconds

Artificial Intelligence - All in One Lecture 76 — Dialogue Systems \| NLP \| University of Michigan

YT	10 minutes 56 seconds

Artificial Intelligence - All in One Lecture 77 — Machine Translation \| NLP \| University of Michigan

YT	11 minutes 49 seconds

Artificial Intelligence - All in One Lecture 78 — Machine Translation Basic Techniques \| NLP \| University of Michigan

YT	11 minutes 54 seconds

Artificial Intelligence - All in One Lecture 79 — Machine Translation Noisy Channel Methods \| NLP \| Michigan

YT	9 minutes 37 seconds

Artificial Intelligence - All in One Lecture 80 — Machine Translation Advanced Methods \| NLP \| University of Michigan

YT	5 minutes 50 seconds

Artificial Intelligence - All in One Lecture 81 — Text Generation \| NLP \| University of Michigan