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[Music] hey guys welcome to my channel this is stress and i am a data scientist here in germany so in todays video we are going to make a small nlp project more specifically detecting important information from job descriptions when i say important information this might be education skills experience soft skills responsibilities language and domain from job descriptions so nlp or natural language processing is one of the machine learning areas together with computer vision and predictive analytics and nlp is a process of extracting information from a human language so when the language is written its often called text analytics and when the language is spoken then it is often called speech analytics so there are three concepts of nlp we have nlp energy and nlu and nlp or natural language processing is a process of understanding human language based on written and verbal forms so examples where it is used can be in machine translations topic detection text similarity and many more s