Natural Language Processing Tutorial in Tamil | Artifical Intelligence Basics (101 Course)

► Do you have any Query? Kindly message us on WhatsApp https://wa.me/message/VLQEBSCSNL73P1 . We won't pick calls, just WhatsApp Messages. ► Download Our Programming Line Mobile App To Get Complete Courses For Low Fee: https://bit.ly/3xuPnK1 ******************** Natural Language Processing Basics: Technology which helps to interact between humans and machines with natural language. Nat­ur­al Lan­guage Pro­cessing is a field that cov­ers com­puter un­der­stand­ing and ma­nip­u­la­tion of hu­man lan­guage, and it’s ripe with pos­sib­il­it­ies for news­gath­er­ing - Anthony Pesce Applications: Automatic summarization, Translation, Named entity recognition, Relationship extraction, and etc. Tokenization: It will segment an input character sequence into tokens. Tokens can be words, numbers, punctuations, and etc. Types of Tokenizer: Whitespace Tokenizer - Non whitespace sequences are identified as tokens Simple Tokenizer - A character class tokenizer, sequences of the same character class are tokens Learnable Tokenizer - A maximum entropy tokenizer, detects token boundaries based on probability model Named Entity Recognizition: It detect named entities like person, org, place, date, and etc. It predicts the entities based on model which was trained using the labelled data. It is a supervised learning. Document Categorizer: It can classify text into pre-defined categories. It is a supervised learning. We need to train the document categorizer with labelled data. Parts of Speech: It distinguishes the tokens into Noun, Adjective, Verb, and etc. It is a supervised learning. The most popular tag set is Penn Treebank tagset For more details & source code check out: https://programmingline.com/2019/02/natural-language-processing-basics.html #naturallanguageprocessing #nlp #programmingline #rakesh #rake ******************************************************* IMPORTANT PLAYLISTS: Java Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNvXIWBwL3MxbAdQMe9xhpTy Software Design Patterns Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNspk6zNQbCXnF3gsImfNym_ OOPs Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNvj6Cs7lV3ofKeZ8qpJOEZs NLP Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNuPERcDhVVKiwoWTrxzcsoN Software Interview Tips: https://www.youtube.com/playlist?list=PLN00Qh4gtjNsGm-PXk7MsyZMuIO-BDYci ******************************************************* Subscribe my YouTube channels: ► Subscribe https://www.youtube.com/programmingline/example?sub_confirmation=1 channel for watching Software Related courses like Java, Software Design Patterns, OOPs, and etc in Tamil, Telugu, and English. ► Subscribe https://www.youtube.com/channel/UChEO9wBuI1_FtBsVmFL8qBA/example?sub_confirmation=1 channel for watching Income Tax saving schemes and Stock Market related videos. ► Subscribe https://www.youtube.com/channel/UCBCCLK1wGt1FkGbEkv9Rb6w/example?sub_confirmation=1 channel for watching Terrace Gardening Tips, Unboxing products, and Random videos in Tamil, Telugu, and English. Website: https://www.programmingline.com FaceBook page: https://www.facebook.com/programminglineofficial Instagram: https://www.instagram.com/programmingline Twitter: https://twitter.com/programmingline ******************************************************* ******************************************************* IMPORTANT PLAYLISTS: Java Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNvty8ynSn9_3iOTDSe3gzoa Software Design Patterns Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNuMQ5cvSFKPNrkNF9sTjM2- OOPs Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNuAQhSz1WmrQIpINu3JuKuX NLP Course: https://www.youtube.com/playlist?list=PLN00Qh4gtjNunIRl0Gj8OWqwun5X5j2eh Software Interview Tips: https://www.youtube.com/playlist?list=PLN00Qh4gtjNuMQ5cvSFKPNrkNF9sTjM2- ******************************************************* Subscribe my YouTube channels: ► Subscribe https://www.youtube.com/programmingline/example?sub_confirmation=1 channel for watching Software Related courses like Java, Software Design Patterns, OOPs, and etc in Tamil, Telugu, and English. ► Subscribe https://www.youtube.com/channel/UChEO9wBuI1_FtBsVmFL8qBA/example?sub_confirmation=1 channel for watching Income Tax saving schemes and Stock Market related videos. ► Subscribe https://www.youtube.com/channel/UCBCCLK1wGt1FkGbEkv9Rb6w/example?sub_confirmation=1 channel for watching Terrace Gardening Tips, Unboxing products, and Random videos in Tamil, Telugu, and English. Website: https://www.programmingline.com FaceBook page: https://www.facebook.com/programminglineofficial Instagram: https://www.instagram.com/programmingline Twitter: https://twitter.com/programmingline *******************************************************