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Natural Language Processing (NLP) in chatbots, sentiment analysis, and text summarization_

ExcelR's Data Science Course offers a comprehensive learning journey tailored to meet the demands of the bustling city's tech landscape. <br><br>Business name: ExcelR- Data Science, Data Analytics, Business Analytics Course Training Mumbai<br>Address: 304, 3rd Floor, Pratibha Building. Three Petrol pump, Lal Bahadur Shastri Rd, opposite Manas Tower, Pakhdi, Thane West, Thane, Maharashtra 400602<br>Phone: 09108238354, <br>Email: enquiry@excelr.com<br>

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Natural Language Processing (NLP) in chatbots, sentiment analysis, and text summarization_

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  1. Natural Language Processing (NLP) in chatbots, sentiment analysis, andtext summarization: Chatbots: NLP enables chatbots to understand and respond to user queries in a natural, conversationalmanner.DataScienceCourse.Techniqueslikeintentrecognition,entity extraction, and contextual understanding allow chatbots to provide personalized and accurate responses,improvinguserexperience incustomerservice, virtualassistants,and e-commerce. Sentiment Analysis: NLP is widely used in sentiment analysis to determine the emotional tone of text data. By analyzing social media posts, reviews, or customer feedback, sentiment analysis toolscanclassifyopinionsaspositive,negative,orneutral,providingvaluable insights for brandsto gauge public sentiment and adjust their strategies accordingly. TextSummarization:NLPtechniquesareusedtocreateconcisesummariesoflengthy documentsorarticles.Bothextractive(selectingkeysentences)and abstractive (generating new sentences) summarization methods help users quickly grasp the main points of a text, makingit useful in newsaggregation, academic research, andcontent curation. LanguageTranslation: NLPpowersmachinetranslationsystemslikeGoogleTranslate, allowingfortheautomatictranslationoftextfromonelanguagetoanother.Byunderstanding thecontextandstructureofsentences,NLPmodelscanproducetranslationsthatare grammaticallycorrect and contextually accurate. Text Classification: NLP is used to categorize text into predefined categories, such as spam detectioninemails,topicclassificationinnewsarticles,or intent classification in customer inquiries.Data Science Course in Mumbai. This application is essential for automating content moderation,organizing largevolumes oftext, and improvinginformation retrievalsystems. Businessname:ExcelR-DataScience,DataAnalytics,BusinessAnalyticsCourseTraining Mumbai Address:304,3rdFloor,PratibhaBuilding.ThreePetrolpump,LalBahadurShastriRd, oppositeManas Tower, Pakhdi, Thane West, Thane, Maharashtra 400602 Phone:09108238354,

  2. Email:enquiry@excelr.com

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