Data Extraction Courses and Certifications

Crawling the Web with Python and Scrapy

28 ratings at Pluralsight

Learn to extract web data programmatically using Python and Scrapy. Gain skills to write spiders, scaffold projects, and customize crawling behaviors for efficient data gathering from any website.

• Pluralsight
• 1 hour 31 minutes
• On-Demand
• Free Trial Available

Introduction to Python for IT Pros and Sysadmins

21 ratings at Pluralsight

Leverage the power of Python. This course will teach you the essential Python skills and knowledge needed to automate IT ops and sysadmin tasks.

• Pluralsight
• 1 hour 21 minutes
• On-Demand
• Free Trial Available

Linux Administration with sed and awk

16 ratings at Pluralsight

Would you like to programmatically edit files or extract complex data from text files? This course will teach you the skills needed to master text files with tens of thousands of lines; editing content and filtering the data you need.

• Pluralsight
• 4 hours 10 minutes
• On-Demand
• Free Trial Available

Building Knowledge Graphs with Python

14 ratings at Pluralsight

This course will teach you how to create knowledge graphs out of textual information. It will show you how to extract information such as topics and entities and uncover how they are linked into so-called knowledge graphs.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Specialized DFIR: Windows Event Log Forensics

10 ratings at Pluralsight

Analyzing Windows event logs provides key information on system activities during an investigation. This course will teach you what events to focus on during your analysis and how to quickly obtain information.

• Pluralsight
• 38 minutes
• On-Demand
• Free Trial Available

Dynatrace

Mastering Dynatrace Pattern Language (DPL) - Extracting Data from Logs

Learn to extract data efficiently using Dynatrace Pattern Language (DPL). Explore DPL's advantages over regex, its integration with Grail, and its application in security forensics through a live demo and practical use cases.

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

MLOps World: Machine Learning in Production

CyclOps: A Framework for Data Extraction, Model Evaluation and Drift Detection in Clinical Machine Learning

Explore CyclOps, a unified framework for healthcare ML, enabling data extraction, model evaluation, and drift detection in clinical settings. Streamline development of robust AI models.

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

Conf42

Streamlining Content Migration from Salesforce to AEM Guides

Explore the process of migrating content from Salesforce to AEM Guides, focusing on component-based documentation and the advantages of using a CCMS for streamlined content management.

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

Code with Ania Kubów

Master Web Scraping with Amazon and OxyCopilot - Full Tutorial

Master web scraping techniques and automate data extraction from Amazon using OxyCopilot, covering essential tools and practical implementation strategies for efficient web data collection.

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

Simons Institute

Scalable Extraction of Training Data from Production Language Models

Explore techniques for extracting training data from language models, focusing on breaking alignment mechanisms and understanding privacy implications in AI systems.

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

Data Science Conference

Document Q&A Using LlamaIndex - Building Applications for Unstructured Data Extraction

Master document querying with LlamaIndex, a powerful tool for extracting answers from unstructured data like PDFs, presentations, and images, enabling efficient information retrieval and analysis.

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

Implementing Scalable Web Scraping with Python

Master Python web scraping techniques to build scalable scripts, handle errors, navigate multiple pages, extract structured data, and implement best practices for efficient data collection from websites.

• CodeSignal
• On-Demand
• Paid Course

Introduction to BeautifulSoup for Web Scraping

Master web scraping fundamentals using BeautifulSoup in Python - from parsing HTML and extracting data to navigating page structures and using CSS selectors for efficient data collection.

• CodeSignal
• On-Demand
• Paid Course

Advanced Web Scraping Techniques

Master advanced web scraping in Python, from handling pagination to extracting tables, lists, and images. Build robust scrapers using BeautifulSoup and Requests to tackle real-world data extraction challenges.

• CodeSignal
• On-Demand
• Paid Course

Discover AI

DocETL: AI Agents for Complex Document Processing and Data Transformation

Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.

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