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Introductions to Spark NLP

Videos

State of the Art Natural Language Processing at Scale. David Talby - April 13, 2020
Spark NLP: State of the art natural language processing at scale. David Talby - 4 Jun 2020
What is Spark NLP. John Snow Labs - 30 Jul 2019
Apache Spark NLP Extending Spark ML to Deliver Fast, Scalable, and Unified Natural Language Process. David Talby - 6 May 2019
Natural Language Understanding at Scale with Spark Native NLP, Spark ML &TensorFlow with Alex Thomas. Alex Thomas - 26 Oct 2017

Articles

Python’s NLU Library

Videos

John Snow Labs NLU: Become a Data Science Superhero with One Line of Python code. Christian Kasim Loan - November, 2020
Making State of the Art Natural Language Processing Easier to Apply. David Talby - 3 Nov 2020

Articles

News1 line to GLOVE Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

News1 line to XLNET Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

News1 line to ALBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

News1 line to COVIDBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

News1 line to ELECTRA Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

News1 line to BioBERT Word Embeddings with NLU in PythonChristian Kasim Loan - January 17, 2021

NewsTraining Deep Learning NLP Classifier TutorialChristian Kasim Loan - November 20, 2020

News1 line to BERT Word Embeddings with NLU in PythonChristian Kasim Loan - September 21, 2020

Named Entity Recognition

Videos

State-of-the-art Clinical Named Entity Recognition in Spark NLP Workshop - Veysel Kocaman
Train your own NerDL. John Snow Labs - 7 Oct 2019

Articles

Document Classification

Videos

Spark NLP in Action: Learning to read Life Science research - Saif Addin Ellafi. Saif Addin Ellafi - 1 Aug 2018
State of the art emotion and sentiment analysis with Spark NLP (Data science Salon). Dia Trambitas - December 1, 2020

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Spark NLP Tasks & Pipelines

Videos

Spark NLP Annotators, Annotations and Pipelines. John Snow Labs - 23 Oct 2019
Your first Spark NLP Pipeline. John Snow Labs - 23 Oct 2019
Natural Language Understanding at Scale with Spark NLP | DSS 2020. Veysel Kocaman - December 12, 2020

Articles

Spark NLP for Healthcare

Videos

Advancing the State of the Art in Applied Natural Language Processing | Healthcare NLP Summit 2021. David Talby - 21 Apr 2021
Connecting the Dots in Clinical Document Understanding & Information Extraction I Health NLP Summit. Veysel Kocaman - 15 Apr 2021
Advanced Natural Language Processing with Apache Spark NLP. David Talby - 20 Aug 2020
Applying State-of-the-art Natural Language Processing for Personalized Healthcare. David Talby - April 13, 2020
Apache Spark NLP for Healthcare: Lessons Learned Building Real-World Healthcare AI Systems. Veysel Kocaman - 9 Jul 2020
SNOMED entity resolver. John Snow Labs - 31 Jul 2020
NLP and its applications in Healthcare. Veysel Kocaman - 17 May 2020
Lessons Learned Building Real-World Healthcare AI Systems. Veysel Kocaman - April 13, 2020
Application of Spark NLP for Development of Multi-Modal Prediction Model from EHR | Healthcare NLP. Sutanay Choudhury - 14 Apr 2021
Best Practices in Improving NLP Accuracy for Clinical Use Cases I Healthcare NLP Summit 2021. Rajesh Chamarthi, Veysel Kocaman - 15 Apr 2021

Articles

Spark OCR & De-Identification

Videos

Maximizing Text Recognition Accuracy with Image Transformers in Spark OCR. Mykola Melnyk - June 24, 2020
Accurate de-identification, obfuscation, and editing of scanned medical documents and images. Alina Petukhova - August 19, 2020
Accurate De-Identification of Structured & Unstructured Medical Data at Scale. Julio Bonis - March 18, 2020

Articles

Spark NLP at Scale

Videos

Turbocharging State-of-the-art Natural Language Processing on Ray. David Talby - October 3, 2020

Articles

Annotation Lab

Videos

Accelerating Clinical Data Abstraction and Real-World Data Curation with Active Learning, Dia Trambitas - Apr 15, 2021
MLOPS Veysel & Dia. Dia Trambitas, Veysel Kocaman - July 16, 2020
Best Practices & Tools for Accurate Document Annotation and Data Abstraction. Dia Trambitas - May 27, 2020

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Spark NLP Benchmarks

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Spark NLP Awards

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