Semantic Web Introduction with Python

learn crucial semantic web topics with fun
3.61 (9 reviews)
Udemy
platform
English
language
Other
category
Semantic Web Introduction with Python
48
students
2 hours
content
Nov 2021
last update
$19.99
regular price

Why take this course?

🌐 Semantic Web Introduction with Python: Dive into the Future of Data on the Web 🛠️

Course Headline: Unlock the Potential of the Semantic Web with Expert Guidance and Practical Python Applications!


Welcome to the World of Semantic Web!

In this comprehensive course, LUIS Eufrasio Teixeira NETO will guide you through the fascinating realm of the Semantic Web. You'll not only grasp the core concepts but also apply them using Python, a language that's both versatile and powerful for handling data on the web.


Course Overview:

  • Understanding the Semantic Web

    • Why is the Semantic Web important?
    • The evolution of data models: From tabular to relational.
    • Introducing Semantic Relationships and the significance of Metadata.
  • Data Integration Across the Web

    • Analyzing the current web architecture.
    • The necessity for a unified, understandable data model.
    • Building for flexibility and the Unexpected.
    • Embracing Perpetual Beta in web development.
  • Practical Applications with Python

    • Creating and managing Triplestores.
    • Operating on data: Add, remove, query operations.
    • Merging graphs for complex data relationships.
    • Implementing feed-forward inference to predict data trends.
    • Chaining rules for automated decision-making.
    • Basic graph visualization for clearer data representation.
  • Exploring Advanced Concepts

    • RDF Data Model and its importance.
    • RDF Serialization Formats: Understanding different data representations.
    • RDL/XML: Markup language basics for web data.
    • RDFa: Embedding RDF data within HTML content.
    • RDFLib: A Python library for working with RDF and Semantic Web technologies.
    • SPARQL: Querying the Semantic Web with efficiency and precision.

What You Will Learn:

  • The Pillars of Semantic Web

    • Understand the foundational concepts of the Semantic Web.
    • Explore how data is represented on the web.
    • Discover the power of semantic relationships and metadata.
  • Hands-On Python Practice

    • Set up your own Triplestore in Python.
    • Master adding, removing, and querying data operations.
    • Learn to merge graphs for complex data handling.
  • Advanced Techniques and Tools

    • Dive into feed-forward inference logic.
    • Chain rules for complex decision-making processes.
    • Visualize graph data effectively.
  • Future Explorations

    • Get a glimpse of RDF Data Model and its serialization formats.
    • Understand the role of XML, RDFa, and how they relate to the Semantic Web.
    • Discover the capabilities of RDFLib in Python.
    • Learn the basics of SPARQL querying.

Who Is This Course For?

  • Data scientists interested in understanding Semantic Web technologies.
  • Developers and engineers looking to leverage Python for web data management.
  • Students and professionals curious about the intersection of machine learning, AI, and the web.

With Semantic Web Introduction with Python, you'll not only gain theoretical knowledge but also practical skills that will set you apart in the rapidly evolving field of data on the internet. Enroll now to start your journey into the Semantic Web! 🚀

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1345578
udemy ID
08/09/2017
course created date
14/12/2020
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