Document Classification Courses and Certifications

Venelin Valkov

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

1 rating

Evaluate a LayoutLMv3 document classifier, publish it to Hugging Face Hub, run single-image inference, and analyze errors with a confusion matrix.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Using Specialized Processors with Document AI (Python)

Use Document AI specialized processors with Python in the Google Cloud console to classify and parse specialized documents.

• Coursera
• 45 minutes
• Self-Paced
• Paid Course

Venelin Valkov

Deploy LayoutLMv3 for Document Classification Using Streamlit, Transformers, and HuggingFace Spaces

Deploy a pre-trained LayoutLMv3 document classifier as an interactive Streamlit app and publish it on Hugging Face Spaces.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Build Custom Processors with Document AI

Learn to build custom Document AI processors for OCR, form parsing, document classification, and business-specific data extraction using model uptraining.

• Google Skills
• 1 hour 45 minutes
• Self-Paced
• Paid Course

GOTO Conferences

Graph Neural Networks - Algorithm & Applications

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.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Google Cloud Tech

Mobilize Document Insights with Generative AI

Harness generative AI to revolutionize document processing, extracting insights and improving accuracy with minimal ML training for faster, more efficient workflows.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Google Cloud Events

DataLens - Supercharging Business with OCR and Generative AI

Discover how OCR and Generative AI technologies combine with Document AI and PaLM to revolutionize invoice processing, ID document classification, and fraud detection systems.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

AWS Events

Enhance Document Workflows with Generative AI and Intelligent Document Processing

Discover how to leverage Amazon Textract and generative AI to streamline document processing workflows, featuring Centene's success in improving healthcare document management and reducing operational costs.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Leveraging Pretrained Language Models for Natural Language Understanding

Explore advanced NLP techniques using pretrained language models. Learn sentiment analysis, text classification, NER, and QA with BERT and Spacy. Fine-tune models and label data for domain-specific applications.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

SF Python

Thinking of Topic Modeling as Search in Real-time Applications

Explore how treating topic modeling as a search problem can enhance real-time applications and overcome common challenges in document classification and clustering.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Using Large Language Models to Improve Data Loss Prevention in Organizations

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.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

VinAI

A View in Old and New Machine Learning

Explore old and new machine learning approaches, comparing hierarchical probabilistic models with deep neural networks and examining their unique capabilities and potential combinations.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Conf42

Leveraging Azure ML for Advanced Document Management

Discover how Azure ML transforms document management through automated extraction, classification, workflow automation, and enhanced security for enterprise applications.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

AWS Events

Transforming Healthcare Document Processing Workflows with Generative AI

Discover how AWS GenAI transforms healthcare document processing from days to minutes using Amazon Textract and Bedrock while maintaining HIPAA compliance and regulatory standards.

• YouTube
• 1 hour
• Self-Paced
• Free Video