Building A Discovery Engine With Machine Learning By Gary Sieling

FindLectures.com is a discovery engine for tech talks, historic speeches, and academic lectures. The site rates audio and video content for quality, showing different recommended talks each day on a variety of topics. FindLectures.com crawls conference sites to get talk metadata, such as speaker names and bios, descriptions, and the date a video was recorded. Often these attributes are sparsely populated, or available across multiple websites. Additional attributes are inferred from audio and video content, but require more sophisticated data extraction to be useful in a full-text search engine. This talk will discuss interesting lessons learned from crawling historical videos and demonstrate information extraction with machine learning.

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Author

Ariyani

Como educador, estou profundamente engajado no desenvolvimento dos estudantes em ambiente escolar, adotando métodos pedagógicos que valorizam conexões genuínas e são movidos por inovação e fervor. É minha vocação guiar os alunos na jornada de se tornarem uma geração notável, empregando estratégias de ensino amplamente aclamadas por prestigiadas instituições acadêmicas ao redor do globo - preview.pbjmanagement.co.uk