Document Classification Courses and Certifications

The Machine Learning Engineer

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

Personaliza Flan-T5 para clasificación de documentos usando un dataset pequeño de 1000 documentos en 10 clases.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Venelin Valkov

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

1 review

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.

• YouTube
• 27 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

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

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.

• YouTube
• 53 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

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

Personalize Flan-T5 for document classification by creating a custom dataset using web scraping techniques with DuckDuckGo.

• YouTube
• 16 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

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

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.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

NLP and Text mining with python(for absolute beginners only)

416 ratings at Udemy

Learn Natural Language Processing using Python from experts with hands on examples and practice sessions.

• Udemy
• 2 hours 22 minutes
• On-Demand
• Paid Course

Hands-on Text Mining and Analytics

40 ratings at Coursera

Learn key text mining techniques like preprocessing, sentiment analysis, and topic modeling using real-world datasets and a Java toolkit. Gain hands-on experience to become a competent data scientist.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Paid Course

Gen AI Foundational Models for NLP & Language Understanding

183 ratings at Coursera

Learn to implement, train, and evaluate generative AI models for NLP using PyTorch. Covers document classification, language modeling, translation, and building language models. Includes hands-on labs for practical application.

• Coursera
• 9 hours 57 minutes
• On-Demand
• Paid Course

Mastering Generative AI: Model Foundations and NLP

Gain job-ready skills in generative AI and NLP that employers need. Enhance your resume with in-demand expertise that will help you stand out as an AI engineer, AI developer, or data scientist.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Using Specialized Processors with Document AI (Python)

Classify and parse specialized documents using Document AI Specialized Processors and Python in Google Cloud console.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

Venelin Valkov

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

Learn to deploy LayoutLMv3 for document classification using Streamlit and HuggingFace Spaces. Covers model loading, input preparation, and classification process, resulting in a functional demo app.

• YouTube
• 35 minutes
• On-Demand
• Free Video

BLIE-227 Document Processing Practice

Practical training in library classification, cataloguing, and indexing using DDC-19, AACR-2R, and MARC-21. Develop skills for effective document processing in library and information science.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

The Machine Learning Engineer

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

Aprende a personalizar Flan-T5 para clasificación de documentos, recolectando datos web con DuckDuckGo y Tor para crear tu propio conjunto de entrenamiento.

• YouTube
• 18 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

LLMOps MLflow - Document Classification with Fine-Tuning and Inference

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.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

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
• On-Demand
• Conference Talk