Five Phases of NLP (Natural Language Processing) (with Tools and Applications) скачать в хорошем качестве

Five Phases of NLP (Natural Language Processing) (with Tools and Applications)

Within this video, you'll learn about the five phases of NLP (and compiler design), the tools you need in each one, and the applications of these to your SEO strategy. The five phases of natural language processing, as expressed in the theory for compiler design programs are: Lexical or morphological analysis Syntax analysis (parsing) Semantic analysis Discourse integration Pragmatic analysis The main tools discussed are Google's Natural Language API, Python libraries like Pycharm, Polyglot, Spacy, and LLMs like GPT3, GPT4, and ChatGPT. The article, that this video is based on is published on Oncrawl's blog: https://www.oncrawl.com/technical-seo... -------- Table of Contents 00:00 - Introduction and Context 00:45 - Collaboration with Oncrawl blog 01:20 - What is NLP (Natural Language Processing) and NLG 02:25 - What are compiler programs 02:40 - Phase 1: Lexical or morphological analysis (Definition and How it works) 03:54 - Applications of lexical or morphological analysis in content analysis 06:08 - Libraries and tools for Lexical or morphological analysis 06:25 - Phase 2: Syntax Analysis (Definition and How it works) 07:34 - Applications of Syntax Analysis in digital marketing 08:40 - Libraries and tools for Syntax analysis 10:03 - Phase 3: Semantic Analysis (Definition and How it Works) 11:57 - Applications of Semantic Analysis in digital marketing 15:05 - Libraries and tools for semantic analysis 16:17 - Phase 4: Discourse Integration (Definition and How it Works) 17:54 - Applications of Discourse Integration in SEO and organic marketing, and content moderation 20:28 - Suggested tool for discourse integration - Perspective API 21:24 - Phase 5: Pragmatic Analysis (Definition and How it Works) 22:40 - Applications of Pragmatic Analysis in digital marketing and SEO 23:55 - Tools for pragmatic analysis - GPT3, GPT4, ChatGPT, and other LLMs 24:40 - Limitations of using LLMs for language generation for content marketing 25:34 - Summary and outro --- Also, check out these related resources on my website (mentioned in the video): Learn how to incorporate semantic analysis in internal linking optimization: https://lazarinastoy.com/how-to-incor... Start doing Sentiment and Entity Analysis with Google Sheets: https://lazarinastoy.com/resources/#g... Learn how to do topic modeling (different methods and tools): https://lazarinastoy.com/topic-modell...