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Showing: 22 courses
The Machine Learning Engineer

MLOps MLFlow: Trabajar con Spacy NLP y Entrenar Modelo NER

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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
The Machine Learning Engineer

MLOps: Usando Librerías de Python en DotNet - Spacy, Numpy, Pandas

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Aprende a integrar librerías Python como Spacy, NumPy y Pandas en aplicaciones .NET utilizando pythonnet, con ejemplos prácticos y código fuente disponible.
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1 Lesons
19 minutes
On-Demand
Free-Video
The Machine Learning Engineer

NLP Spacy: PII/GDPR Detection with Presidio - Part 2 Code and REST API

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Desarrolla una aplicación para detectar información PII/GDPR utilizando Spacy, Presidio, FastAPI y Azure DevOps. Aprende a implementar pipelines de integración y despliegue.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
The Machine Learning Engineer

NLP Spacy: PII/GDPR Detection with Presidio - Part 1 Architecture APP

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Aprende a desarrollar una aplicación para detectar información regulada por PII y GDPR utilizando NLP Spacy y Presidio. Explora la arquitectura y tecnologías implementadas.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: Using Python Libraries in DotNet - Spacy, Numpy, Pandas

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Integrate Python libraries like Spacy, NumPy, and Pandas into .NET applications using Pythonnet for enhanced machine learning and data science capabilities.
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1 Lesons
20 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
Prodramp

Topic Modeling Workshop for Beginners in Python

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Learn topic modeling in Python using Gensim, spaCy, and NLTK. Covers data preparation, exploratory analysis, tokenization, LDA modeling, and evaluation techniques for beginners.
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27 Lesons
42 minutes
On-Demand
Free-Video
1littlecoder

Custom NER with spaCy v3 Tutorial - Named Entity Recognition Tutorial

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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
Open Data Science

Introduction to NLP and Topic Modeling

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Explore NLP basics, advanced techniques like word vectors, and topic modeling. Learn pre-processing, tools, and methodologies to start NLP modeling and understand topic analysis.
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17 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

NLP Spacy: PII/GDPR Detection with Presidio - Part 2 - Code and REST API

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Develop a PII/GDPR detector using Microsoft Presidio and Spacy, implementing a REST API with FastAPI and CI/CD pipelines with Azure DevOps and Docker Compose.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
The Machine Learning Engineer

PII/GDPR Detection with Presidio and Spacy - Part 1: Architecture and Design

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Explore PII/GDPR detection using Microsoft Presidio and Spacy, focusing on architecture and design for effective data protection implementation.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
EuroPython Conference

Building New NLP Solutions with spaCy and Prodigy

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Discover strategies to maximize success in NLP projects using spaCy and Prodigy. Learn iterative approaches, avoid common pitfalls, and explore effective workflows for building innovative language processing solutions.
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17 Lesons
27 minutes
On-Demand
Free-Video
EuroPython Conference

Introduction to Sentiment Analysis with SpaCy

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Learn to extract opinions from text using spaCy, covering sentiment analysis basics, topic extraction, and rating consolidation. Includes practical examples in German with English translations.
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1 Lesons
41 minutes
On-Demand
Free-Video
EuroPython Conference

15 Things You Should Know About Spacy

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Discover 15 key insights about spaCy, an open-source NLP library for Python. Learn its strengths, limitations, and practical applications for processing and understanding large text corpora.
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22 Lesons
29 minutes
On-Demand
Free-Video
EuroPython Conference

Real Time Stream Processing for Machine Learning at Massive Scale

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Practical insights on building scalable data streaming ML pipelines for real-time processing using Python, Kafka, SpaCy, and Seldon. Covers key concepts and best practices through a Reddit comment moderation case study.
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17 Lesons
26 minutes
On-Demand
Free-Video
EuroPython Conference

Private Data Anonymization with Python - Fundamentals

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Explore techniques for anonymizing legal documents using Python, including entity recognition, masking, and pseudoanonymization. Learn to apply AI models and text mining for improved data privacy compliance.
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1 Lesons
21 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

Serializing spaCy Doc Containers with DocBin and Pickle

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Learn how to efficiently save and serialize spaCy Doc containers using DocBin and Pickle methods for optimized data storage and retrieval in Python.
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1 Lesons
13 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Coreference Resolution with spaCy and spaCy-Experimental

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Master coreference resolution in Python using spaCy-Experimental - implement advanced natural language processing techniques to track and link entity mentions across text.
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1 Lesons
12 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

Named Entity Recognition Tools in spaCy - A Comparison Guide

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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
Python Tutorials for Digital Humanities

SpanCat with spaCy on Real Data - Cultivating Data for Annotation - Part 1

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Learn how to implement SpanCat in spaCy for real-world data annotation, focusing on project setup and effective data cultivation techniques for natural language processing.
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1 Lesons
12 minutes
On-Demand
Free-Video
Python Tutorials for Digital Humanities

How to Prepare Annotations in Prodigy for Training SpaCy SpanCat Models - Part 2

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Master the process of preparing and using Prodigy annotations to train SpanCat models in spaCy, focusing on data preparation, annotation techniques, and model training workflows.
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5 Lesons
12 minutes
On-Demand
Free-Video