Named Entity Recognition Courses and Certifications

Intelligently Extract Text & Data from Document with OCR NER

468 ratings at Udemy

Develop Document Scanner App project that is Named entity extraction from scan documents with OpenCV, Pytesseract, Spacy

• Udemy
• 7 hours 18 minutes
• On-Demand
• Paid Course

1littlecoder

Custom Named Entity Recognition with Open Source NER Annotator and spaCy - NLP Python Tutorial

Learn to create custom named entities using an open-source NER annotator and train a spaCy NLP model for entity recognition in Python, enhancing text analysis capabilities.

• YouTube
• 29 minutes
• On-Demand
• Free Video

BasisTech

Resolving Identities - The Nexus Between Entities and Knowledge

Explore advanced techniques in entity resolution, identity matching, and knowledge base enrichment using context-driven approaches for accurate named entity recognition across diverse sources.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Trelis Research

Anonymizing Sensitive Data in LLM Prompts - Techniques and Tools

Learn techniques for anonymizing sensitive data in LLM prompts, including using libraries like Presidio and Outlines. Explore practical demos and gain insights on vLLM, TGI, and GGUF for Mac.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Tutorial on Information Extraction - Part 1

Explore fundamental concepts and techniques of information extraction in this comprehensive tutorial by Ralph Weischedel, covering key aspects of extracting structured data from unstructured text.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Style Transfer for Data Augmentation in Sequence Labelling Tasks - September 2022

Explore style transfer for data augmentation in sequence labeling tasks, focusing on named entity recognition in social media. Learn about improving domain adaptation and addressing data scarcity.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Training Custom Clinical NER Models with Spark NLP

Learn to train custom clinical Named Entity Recognition models using Spark NLP, exploring advanced techniques for healthcare data extraction and analysis.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Exogenous and Endogenous Data Augmentation for Low-Resource Complex Named Entity Recognition - Lecture 1

Explore data augmentation techniques for improving complex named entity recognition in low-resource scenarios, enhancing NLP model performance.

• YouTube
• 14 minutes
• On-Demand
• Free Video

UofU Data Science

Part of Speech Tagging, Named Entity Recognition, and Hidden Markov Model

Master essential Natural Language Processing techniques including part-of-speech tagging, named entity recognition, and hidden Markov models for advanced text analysis.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

UofU Data Science

Natural Language Processing: POS Tagging, Named Entity Recognition, and Hidden Markov Models

Master natural language processing fundamentals through POS tagging, named entity recognition, and hidden Markov models for enhanced text analysis and linguistic structure prediction.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Asia Open RAN Academy

Essential Natural Language Processing (NLP) Tasks and Applications

Discover the fundamental NLP tasks including tokenization, POS tagging, NER, sentiment analysis, text classification, and machine translation for building intelligent language applications.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Build custom text analytics solutions

Learn to build custom text analytics solutions using Azure AI Language, including text classification and named entity recognition projects for natural language processing applications.

• Microsoft Learn
• 1 hour 51 minutes
• On-Demand
• Free Online Course

5 Minutes Engineering

Complete Natural Language Processing in One Shot - 4 Hours

Comprehensive 4-hour Hindi tutorial covering NLP fundamentals, from syntax to advanced applications, with free notes for exam preparation.

• YouTube
• 3 hours 59 minutes
• On-Demand
• Free Video

5 Minutes Engineering

Named Entity Recognition in Natural Language Processing - Explained in Hindi

हिंदी में समझाया गया नेम्ड एंटिटी रिकग्निशन - टेक्स्ट से महत्वपूर्ण जानकारी निकालने की तकनीक। व्यावहारिक उदाहरणों के साथ NER के लाभ और अनुप्रयोगों पर प्रकाश डाला गया है।

• YouTube
• 12 minutes
• On-Demand
• Free Video

Spoken Language Processing in Python

Learn how to load, transform, and transcribe speech from raw audio files in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available