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#Art & Design #Adobe #ChatGPT #GitHub

#Document Classification

Showing: 21 courses
Venelin Valkov

Evaluate LayoutLMv3 for Document Classification - Save & Load Model to HuggingFace Hub

1 rewiews
Learn to evaluate LayoutLMv3 for document classification, save and load models to HuggingFace Hub, and analyze performance using confusion matrices in this hands-on tutorial.
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9 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain Sentence Transformers and Chroma - Spanish

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Aprende a clasificar documentos usando Langchain con Sentence Transformers de HuggingFace y Chromadb. Explora técnicas avanzadas de procesamiento de lenguaje natural y similitud documental.
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1 Lesons
21 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain OpenAI Embeddings and Neo4J in Spanish

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Aprende a clasificar documentos utilizando Langchain con OpenAI y Neo4J. Explora técnicas avanzadas de procesamiento de lenguaje natural y bases de datos gráficas.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning T5 for Document Classification - Part 0: Proof of Concept (Español)

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Personaliza Flan-T5 para clasificación de documentos usando un dataset pequeño de 1000 documentos en 10 clases.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Fine-tuning Flan-T5 for Sequence-to-Sequence Classification in Spanish

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Personaliza un modelo T5 para clasificación de documentos utilizando Sequence to Sequence y MLflow, mejorando tus habilidades en MLOps y aprendizaje automático.
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1 Lesons
48 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tune T5 for Document Classification - Part 1: Creating Dataset with Web Scraping (Español)

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Aprende a personalizar Flan-T5 para clasificación de documentos, recolectando datos web con DuckDuckGo y Tor para crear tu propio conjunto de entrenamiento.
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1 Lesons
18 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Using Large Language Models to Improve Data Loss Prevention in Organizations

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Explore how large language models enhance data loss prevention by enabling full-text analysis and document categorization, improving sensitive information detection beyond pattern-based matching.
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1 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Revolutionizing Legal Industry with Spark, NLP and Azure Databricks - Clifford Chance Case Study

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Explore how a top law firm revolutionizes operations using advanced analytics, Spark, NLP, and Azure Databricks to handle millions of legal documents and enhance client relationships.
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22 Lesons
40 minutes
On-Demand
Free-Video
Graham Neubig

CMU Neural Nets for NLP 2018 - Document-Level Models

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Explore document-level NLP models, covering language modeling, topic modeling, coreference resolution, and discourse parsing. Learn advanced techniques for analyzing and processing longer texts.
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32 Lesons
1 hour 1 minute
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
Center for Language & Speech Processing(CLSP), JHU

Learning with Marginalized Corrupted Features

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Explore machine learning with marginalized corrupted features, a novel approach to enhance generalization and scalability in finite data scenarios. Discover applications in risk minimization and document representation.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video

Phishing Past Mail Protection Controls Using Azure Information Protection

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Explore Azure Information Protection's role in phishing attacks, including features, detection methods, and demos on classification, encryption, and tracking.
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28 Lesons
30 minutes
On-Demand
Free-Video
GOTO Conferences

Graph Neural Networks - Algorithm & Applications

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Explore graph neural networks, their architecture, and applications in AI. Learn about graph representations, deep learning algorithms, and real-world use cases in document classification and action recognition.
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11 Lesons
21 minutes
On-Demand
Free-Video
WeAreDevelopers

When Humans Teach Machines

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Explore an interactive DIY tool for non-data scientists to train and deploy classifiers, simplifying topic identification in large document sets with minimal data collection and quick model training and tuning.
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1 Lesons
31 minutes
On-Demand
Free-Video
SF Python

Thinking of Topic Modeling as Search in Real-time Applications

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Explore how treating topic modeling as a search problem can enhance real-time applications and overcome common challenges in document classification and clustering.
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1 Lesons
13 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tune T5 for Document Classification - Part 1: Creating Dataset with Web Scraping

0 rewiews
Personalize Flan-T5 for document classification by creating a custom dataset using web scraping techniques with DuckDuckGo.
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1 Lesons
16 minutes
On-Demand
Free-Video
Google Cloud Tech

Mobilize Document Insights with Generative AI

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Harness generative AI to revolutionize document processing, extracting insights and improving accuracy with minimal ML training for faster, more efficient workflows.
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8 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Foundation Models for Document Classification with Azure ML - LLama2

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Fine-tune LLM for document classification using Azure ML Studio's Python SDK. Learn to adapt Llama2, Mistral, or other models for text classification tasks.
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1 Lesons
53 minutes
On-Demand
Free-Video
VinAI

A View in Old and New Machine Learning

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Explore old and new machine learning approaches, comparing hierarchical probabilistic models with deep neural networks and examining their unique capabilities and potential combinations.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps with MLflow - Document Classification Using Fine-Tuned LLM Models

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Master end-to-end document classification using MLflow for LLM fine-tuning, inference, and deployment with Docker. Build robust APIs and implement CI pipelines for efficient machine learning operations.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps MLflow - Document Classification with Fine-Tuning and Inference

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Domina el fine-tuning de modelos LLM usando MLflow, desde la creación de clasificadores de documentos hasta la implementación con Docker y Azure DevOps para inferencia eficiente.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video