Named Entity Recognition Courses and Certifications

Intelligently Extract Text & Data from Document with OCR NER

408 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

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

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

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

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

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

Collecting and Preparing Textual Data for Classification

Master essential text data collection and preprocessing techniques for NLP, covering data cleaning, stop word removal, stemming, n-gram generation, and named entity recognition for effective classification projects.

• CodeSignal
• On-Demand
• Free Certificate

Linguistics for Token Classification in spaCy

Master linguistic concepts and semantic analysis for token classification using spaCy, from syntactic dependencies to custom NLP pipeline components and entity recognition techniques.

• CodeSignal
• On-Demand
• Free Certificate

Practical Applications of spaCy for Real-Life Tasks

Master practical spaCy applications through hands-on case studies, from spam detection and entity recognition to legal document analysis - all using real-world scenarios.

• CodeSignal
• On-Demand
• Free Certificate

Sequence Models

30441 ratings at Coursera

Master sequence models for NLP tasks, including RNNs, LSTMs, and transformers. Apply these techniques to speech recognition, language modeling, and machine translation.

• Coursera
• 1 day 13 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing: NLP With Transformers in Python

2149 ratings at Udemy

Learn next-generation NLP with transformers for sentiment analysis, Q&A, similarity search, NER, and more

• Udemy
• 11 hours 31 minutes
• On-Demand
• Paid Course

Natural Language Processing with Sequence Models

1145 ratings at Coursera

Train neural networks for sentiment analysis, text generation, named entity recognition, and question comparison using advanced NLP techniques like GLoVe embeddings, GRUs, LSTMs, and Siamese models.

• Coursera
• 21 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

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

NLP Course for Beginner

506 ratings at Udemy

Learn Natural Language Processing ( NLP ) & how to analyze text data.

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Intro to Natural Language Processing (NLP) in Python for AI

477 ratings at Udemy

Learn the NLP Technology Behind AI Tools Like ChatGPT: Understanding, Generating, and Classifying Human Language

• Udemy
• 2 hours 53 minutes
• On-Demand
• Paid Course