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#Named Entity Recognition

Showing: 27 courses
Great Learning

NLP for Beginners

1 rewiews
Comprehensive introduction to NLP concepts including tokenization, normalization, stemming, parsing, and more. Ideal for beginners seeking to understand AI-powered language processing fundamentals.
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12 Lesons
2 hours 48 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

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

0 rewiews
Explore data augmentation techniques for improving complex named entity recognition in low-resource scenarios, enhancing NLP model performance.
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1 Lesons
14 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Trabajar con Spacy NLP y Entrenar Modelo NER

0 rewiews
Aprende a entrenar un modelo NER personalizado utilizando Spacy y MLflow para optimizar el flujo de trabajo de procesamiento de lenguaje natural.
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1 Lesons
37 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Scientific Text Mining and Knowledge Graphs - Part 2-1

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Explore scientific text mining and knowledge graphs, focusing on phrase mining, named entity recognition, and meta-pattern mining for information extraction in various domains.
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32 Lesons
53 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps with MLFlow: Working with Spacy NLP and Training NER Models

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Explore Spacy NLP models in MLflow and learn to train a custom NER component using your own data for advanced natural language processing tasks.
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1 Lesons
35 minutes
On-Demand
Free-Video
Open Data Science

Build NLP Model with Azure ML AutoML NLP Capability

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Learn to build NLP models using Azure ML AutoML for tasks like classification and named entity recognition. Explore multilingual support, data labeling, and distributed training for efficient model development.
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12 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

AI-Powered Vector Search Engine Weaviate - Introduction and Demo

0 rewiews
Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.
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9 Lesons
38 minutes
On-Demand
Free-Video
Data Science Conference

Model Calibration Techniques for Discriminative and Generative Tasks

0 rewiews
Explore techniques for aligning confidence predictions with output probabilities in both discriminative and generative models, from basic classification to advanced TrOCR methods.
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1 Lesons
25 minutes
On-Demand
Free-Video
Discover AI

AGENTiGraph: Integrating LLM-based Multi-Agent Systems with Knowledge Graphs

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Explore how AGENTiGraph combines seven specialized AI agents with knowledge graphs to enhance LLM capabilities, focusing on entity mapping, reasoning, and complex query handling.
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8 Lesons
24 minutes
On-Demand
Free-Video
BasisTech

Custom Models in No Time - How Active Learning Is Changing AI

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Active learning techniques to reduce annotation time and cost for machine learning models, improving efficiency in creating custom AI solutions for tasks like named entity recognition.
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1 Lesons
23 minutes
On-Demand
Free-Video
USC Information Sciences Institute

From NLP to NLU: Why We Need Varied, Comprehensive, and Stratified Knowledge - Neuro-Symbolic AI

0 rewiews
Explore the importance of knowledge in AI systems for improved language understanding, addressing challenges in generative AI, and enhancing neuro-symbolic approaches for safer, more explainable AI.
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9 Lesons
55 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Training Custom Clinical NER Models with Spark NLP

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Learn to train custom clinical Named Entity Recognition models using Spark NLP, exploring advanced techniques for healthcare data extraction and analysis.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Graham Neubig

CMU Multilingual NLP 2020 - Text Classification and Sequence Labeling

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Explore text classification and sequence labeling in multilingual NLP, covering models, datasets, and neural networks for various language processing tasks.
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27 Lesons
46 minutes
On-Demand
Free-Video
1littlecoder

Custom NER with spaCy v3 Tutorial - Named Entity Recognition Tutorial

0 rewiews
Learn to build custom Named Entity Recognition models using spaCy v3, including data annotation with free tools and training techniques for improved NLP applications.
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1 Lesons
24 minutes
On-Demand
Free-Video
Pascal Poupart

Conversational Agents

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Explore intent classification, named entity recognition, and neural text generation in dialogue systems, focusing on challenges and advancements in conversational AI.
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10 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

The AI Trinity - Data + Algorithms + Infrastructure

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Explore the AI trinity: data, algorithms, and infrastructure. Learn about named entity recognition, active learning, crowdsourcing, data augmentation, and neural rendering models.
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19 Lesons
53 minutes
On-Demand
Free-Video
sentdex

Conversational AI with Jarvis - Checking Out the API

0 rewiews
Explore NVIDIA Jarvis API for end-to-end conversational AI, including text-to-speech, speech-to-text, and named entity recognition. Learn installation, setup, and practical applications.
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11 Lesons
44 minutes
On-Demand
Free-Video
Databricks

Spark NLP - State-of-the-Art Natural Language Processing at Scale

0 rewiews
Discover scalable NLP techniques using Apache Spark, covering core algorithms, BERT embeddings, and multi-lingual challenges. Learn to build efficient pipelines for various NLP tasks through practical demonstrations.
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5 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Advanced Natural Language Processing with Apache Spark NLP

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Explore advanced NLP tasks using Apache Spark NLP, covering classification, named entity recognition, sentiment analysis, and more through hands-on Python notebooks and deep learning techniques.
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29 Lesons
1 hour 2 minutes
On-Demand
Free-Video
BasisTech

Resolving Identities - The Nexus Between Entities and Knowledge

0 rewiews
Explore advanced techniques in entity resolution, identity matching, and knowledge base enrichment using context-driven approaches for accurate named entity recognition across diverse sources.
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5 Lesons
31 minutes
On-Demand
Free-Video
Krish Naik

Complete Natural Language Processing Machine Learning Tutorial

0 rewiews
Comprehensive NLP tutorial covering tokenization, preprocessing, encoding, and word embeddings. Practical implementations and in-depth explanations for beginners and intermediate learners.
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11 Lesons
3 hours 53 minutes
On-Demand
Free-Video
James Briggs

Identify Stocks on Reddit with SpaCy - NER in Python

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Learn to extract stock mentions from Reddit using SpaCy's Named Entity Recognition, enabling automated classification and analysis of unstructured text data for financial insights.
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10 Lesons
22 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Named Entity Recognition Tools in spaCy - A Comparison Guide

0 rewiews
Master the differences between spaCy's entity recognition tools and learn when to effectively implement NER, EntityRuler, SpanCat, and SpanRuler for optimal text processing results.
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1 Lesons
11 minutes
On-Demand
Free-Video
OpenSource Connections

Dive into NLP with the Elastic Stack

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Explore practical NLP applications using Elasticsearch, including semantic vectorization, semantic search, named entity recognition, multimodal search, and automatic classification.
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1 Lesons
46 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Development of Machine Learning Methods to Improve ESG Scores and Responsible Investment Decisions - Part 1

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Explore machine learning methods for improving ESG scores and responsible investment decisions. Learn to extract and analyze ESG information from company disclosures using NLP techniques.
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1 Lesons
43 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Reducing Confusions and Ambiguities in Speech Translation - 2005

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Explore techniques to enhance speech translation by addressing accent-related confusions, named entity recognition, and semantics-based disambiguation for improved accuracy and understanding.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
UofU Data Science

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

0 rewiews
Master essential Natural Language Processing techniques including part-of-speech tagging, named entity recognition, and hidden Markov models for advanced text analysis.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video