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INTRODUCTION TO DATA SCIENCE

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INTRODUCTION TO DATA SCIENCE

WFAiS UJ, Informatyka Stosowana I stopień studiów

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1/12/2020

This lecture is

based on course by E. Fox and C. Guestrin, Univ of Washington

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Retrieving documents of interest

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Retrieving documents of interest

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Word count document representation

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Word count document representation

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Word count document representation

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Word count document representation

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Prioritizing important words

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Prioritizing important words

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Prioritizing important words

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TF-IDF document representation

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TF-IDF document representation

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Retrieving similar documents

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Retrieving similar documents

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Retrieving similar documents

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Structure documents by topics

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Structure documents by topics

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Labels provided: case of supervised learning problem

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Clustering

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No labels provided unsupervised learning

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Clustering

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Clustering

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Examples

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Examples

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Examples

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Examples

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We discussed how to …

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