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•  Text  classification:  AI powered  by NLP automatically
                      categorises text into predefined labels or categories. For                          Spam
                      example,  email  filtering—Gmail  classifies  emails  into

                      Primary, Spam, Social, Promotions, etc., based on their            E-mail             Primary
                      content.  This helps users keep their  inbox organised.
                      Similarly, Google  News  uses NLP  to  categorise  news                             Social
                      articles by topic.



                                                      •  Voice  assistants:  Voice assistants  like  iPhone’s  Siri  and
                                                      Amazon’s Alexa understand  speech patterns  and  provide
                                                      helpful responses. Smart Assistants  operate  on a voice
                                                      recognition system. They respond to users with a keyword like
                                                      “Hey Siri” or “Alexa”.



                     •  Search engines:  Search Engines use NLP to optimise
                      search results and helping users find relevant information

                      effectively. For example, Google not only predicts which
                      popular searches may apply to your query as you start
                      typing,  but it also considers the bigger  picture and
                      recognises what you are trying to search for rather than
                      just the exact search words.



                    Autocorrect            Autocomplete      •   Word processing tools: Features like autocorrect,
                                                                 autocomplete, and spell check in word processors

                                                                 rely on NLP to process and refine text. For example,
                                                                 autocorrect uses NLP to suggest the closest accurate
                     Spellcheck             Refine Text
                                                                 term based on your misspelling.



                     •  Social media monitoring: Businesses use tools like Hootsuite
                      or Buffer, which use NLP to understand how many users are
                      talking about their brands on social media. These tools alert

                      users when their brand is discussed online, aiding in real-time
                      engagement.



                                                      •  Customer care  chatbots:  Services of various e-commerce
                                                      sites use NLP to understand users' queries and recommend

                                                      possible solutions. This controls the traffic in call centres and
                                                      avoids long waiting times.


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