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NLP Tutorial 5 - Rule Based Text Phrase Extraction and Matching using SpaCy in NLP скачать в хорошем качестве

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NLP Tutorial 5 - Rule Based Text Phrase Extraction and Matching using SpaCy in NLP

Hi Everyone, I'm excited to announce my brand-new Udemy course available at ONLY 399INR/$9.99USD: Learn to build advanced, privacy-first, production-ready Agentic RAG systems that run fully on your machine with zero API cost. 🔥 Agentic AI – Private Agentic RAG with LangGraph v1 & Ollama 🔥 Check it out 👉 https://kgptalkie.com/agentic-rag MCP Mastery- Build AI Apps with Claude, LangChain and Ollama Check it out 👉 https://kgptalkie.com/mcp Master OpenAI Agent Builder - Deploy Chatbot to Your Website Check it out 👉 https://kgptalkie.com/agent-builder ------------------------------------ In this video, we will learn about Rule-Based Text Phrase Extraction and Matching using SpaCy in NLP. spaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. If you’re working with a lot of text, you’ll eventually want to know more about it. For example, what’s it about? What do the words mean in context? Who is doing what to whom? What companies and products are mentioned? Which texts are similar to each other? spaCy is designed specifically for production use and helps you build applications that process and “understand” large volumes of text. It can be used to build information extraction or natural language understanding systems or to pre-process text for deep learning. When you call NLP on a text, spaCy first tokenizes the text to produce a Doc object. The Doc is then processed in several different steps – this is also referred to as the processing pipeline. The pipeline used by the default models consists of a tagger, a parser, and an entity recognizer. Each pipeline component returns the processed Doc, which is then passed on to the next component. 🔊 Watch till last for a detailed description 02:57 Installing libraries 04:31 Rule-based matching 11:12 Get started with code 24:47 regular expression 34:28 Wildcard text 39:12 Exclusion 52:00 Finding word 👇👇👇👇👇👇👇👇👇👇👇👇👇👇 ✍️🏆🏅🎁🎊🎉✌️👌⭐⭐⭐⭐⭐ ENROLL in My Highest Rated Udemy Courses to 🔑 Unlock Data Science Interviews 🔎 and Tests 📚 📗 NLP: Natural Language Processing ML Model Deployment at AWS Build & Deploy ML NLP Models with Real-world use Cases. Multi-Label & Multi-Class Text Classification using BERT. Course Link: https://bit.ly/bert_nlp 📊 📈 Data Visualization in Python Masterclass: Beginners to Pro Visualization in matplotlib, Seaborn, Plotly & Cufflinks, EDA on Boston Housing, Titanic, IPL, FIFA, Covid-19 Data. Course Link: https://bit.ly/udemy95off_kgptalkie 📘 📙 Natural Language Processing (NLP) in Python for Beginners NLP: Complete Text Processing with Spacy, NLTK, Scikit-Learn, Deep Learning, word2vec, GloVe, BERT, RoBERTa, DistilBERT Course Link: https://bit.ly/intro_nlp . 📈 📘 2021 Python for Linear Regression in Machine Learning Linear & Non-Linear Regression, Lasso & Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection & Outliers Removal. You will learn how to build a Linear Regression model from scratch. Course Link: https://bit.ly/regression-python 📙📊 2021 R 4.0 Programming for Data Science || Beginners to Pro Learn Latest R 4.x Programming. You Will Learn List, DataFrame, Vectors, Matrix, DateTime, DataFrames in R, GGPlot2, Tidyverse, Machine Learning, Deep Learning, NLP, and much more. Course Link: http://bit.ly/r4-ml --------------------------------------------------------------- 💯 Read Full Blog with Code https://kgptalkie.com/rule-based-phra... 💬 Leave your comments and doubts in the comment section 📌 Save this channel and video for watch later 👍 Like this video to show your support and love ❤️ ~~~~~~~~ 🆓 Watch My Top Free Data Science Videos 👉🏻 Python for Data Scientist https://bit.ly/3dETtFb 👉🏻 Machine Learning for Beginners https://bit.ly/2WOVh7N 👉🏻 Feature Selection in Machine Learning https://bit.ly/2YW6ZQH 👉🏻 Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN 👉🏻 Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL 👉🏻 Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G 👉🏻 COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U 👉🏻 Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD 👉🏻 Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** 🤝 BE MY FRIEND 🌍 Check Out ML Blogs: https://kgptalkie.com 🐦Add me on Twitter:   / laxmimerit   📄 Follow me on GitHub: https://github.com/laxmimerit 📕 Add me on Facebook:   / kgptalkie   💼 Add me on LinkedIn:   / laxmimerit   👉🏻 Complete Udemy Courses: https://bit.ly/32taBK2 ⚡ Check out my Recent Videos: https://bit.ly/3ldnbWm 🔔 Subscribe me for Free Videos: https://bit.ly/34wN6T6 🤑 Get in touch for Promotion: info@kgptalkie.com

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