Data Extraction Courses and Certifications

Trelis Research

Data Extraction with Large Language Models

Master data extraction techniques using large language models for efficient and accurate information retrieval from various sources. Enhance your skills in JSON and YAML extraction, and compare model performances.

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

Herramientas de la Inteligencia de Negocios

246 ratings

Aprende el proceso de extraer y transformar data para generar insumos y tomar decisiones. Usa software, herramientas y sistemas de apoyo.

• edX
• 5 weeks, 5-6 hours/week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Data Science Dojo

Hands-On Agentic Document Extraction with LandingAI

Master agentic document extraction using LandingAI's API to build smart auditors for financial, healthcare, and legal documents with structured data extraction techniques.

• YouTube
• 2 hours 50 minutes
• Self-Paced
• Free Video

Trallie - Shaping Unstructured Data Into Valuable Information

Discover Trallie, an open-source framework using LLMs to extract structured information from unstructured data with minimal manual annotation across multiple formats and languages.

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

Institute for Pure & Applied Mathematics (IPAM)

Extracting Structured Data from Multi-Modal Input: Neural and Neuro-Symbolic Approaches

Explore advanced techniques for extracting structured data from multi-modal sources, focusing on neural methods, neuro-symbolic approaches, and LLM-based solutions for processing integrated text and visual elements.

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

Information Extraction from Free Text Data in Health

Learn advanced machine learning and NLP techniques to extract information from unstructured healthcare documents. Develop skills in medical entity recognition, clinical data extraction, and deep learning for health information analysis.

• Coursera
• 1 day 4 minutes
• Self-Paced
• Paid Course

Simon Scrapes | AI Automation

OCR vs LLMs - Data Extraction Showdown

Discover which data extraction method wins: traditional OCR or modern LLMs. Compare performance across document types, handwriting, and multimodal content using n8n workflows.

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

Yannic Kilcher

Scalable Extraction of Training Data from Language Models

Explore techniques to extract training data from language models, revealing vulnerabilities in data privacy and model security. Learn about new attacks and their implications for AI alignment and memorization.

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

Credential

Python for Automation

84 ratings at Noble Desktop

Master web scraping and automation techniques using Python, from HTML basics to data extraction, storage, and scheduled scraping tasks with Beautiful Soup and other essential packages.

• Noble Desktop
• 6 hours
• Self-Paced
• $425.00

Web Scraping in Python

54 ratings at DataCamp

Learn to retrieve and parse information from the internet using the Python library scrapy.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Intermediate Importing Data in Python

38 ratings at DataCamp

Improve your Python data importing skills and learn to work with web and API data.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Importing and Managing Financial Data in R

Learn how to access financial data from local files as well as from internet sources.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Intermediate Regular Expressions in R

Manipulate text data, analyze it and more by mastering regular expressions and string distances in R.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Automate Data Extraction from ID Documents with Azure Form Recognizer - AI Show Episode 26

Learn to automate data extraction from ID documents using Azure Form Recognizer, exploring prebuilt models, REST APIs, SDKs, and AI Builder for efficient key-value pair extraction from passports and driver's licenses.

• YouTube
• 2 hours 3 minutes
• Self-Paced
• Free Video

echohive

Instructor Makes GPT Function Calling Easy - Simplifying Complex Data Extraction

Simplify GPT function calling with Instructor library: automate definition generation, parse data easily, and handle complex extractions with automatic validations and retries.

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