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SELECT id, date, short_story, xfields, title, category, alt_name, MATCH (title, short_story, full_story, xfields) AGAINST ('Practical Text Analytics Using Spacy V3.0 What you\'ll learnUnderstand the spaCy document objectHow spaCy pipelines workHow to use Rule based Matching for Information ExtractionA system for practical, iterative Text Analytics using the itables libraryRequirementsIntermediate Knowledge of Python programmingBasic knowledge of the pandas dataframe libraryDescriptionWhat is text analytics?I like this definition: \"Text analytics is the process of transforming unstructured text documents into usable, structured data. Text analysis works by breaking apart sentences and phrases into their components, and then evaluating each part\'s role and meaning using complex software rules and machine learning algorithms.\"[Source: Lexalytics website]In spaCy, you can use machine learning algorithms in two ways1) pretrained models provided by spaCy and other organizations - for example the en_core_web_md, which I use in this course, is a pretrained model provided by Explosion, the company which created spaCy') as score FROM dle_post WHERE MATCH (title, short_story, full_story, xfields) AGAINST ('Practical Text Analytics Using Spacy V3.0 What you\'ll learnUnderstand the spaCy document objectHow spaCy pipelines workHow to use Rule based Matching for Information ExtractionA system for practical, iterative Text Analytics using the itables libraryRequirementsIntermediate Knowledge of Python programmingBasic knowledge of the pandas dataframe libraryDescriptionWhat is text analytics?I like this definition: \"Text analytics is the process of transforming unstructured text documents into usable, structured data. Text analysis works by breaking apart sentences and phrases into their components, and then evaluating each part\'s role and meaning using complex software rules and machine learning algorithms.\"[Source: Lexalytics website]In spaCy, you can use machine learning algorithms in two ways1) pretrained models provided by spaCy and other organizations - for example the en_core_web_md, which I use in this course, is a pretrained model provided by Explosion, the company which created spaCy') AND id != 436972 AND approve=1 ORDER BY score DESC LIMIT 5