Introduction to Graph Machine Learning

Introduction to Graph Machine Learning

This introductory course provides a detailed and lucid explanation of various concepts in Graph Machine Learning, along with coding examples wherever necessary.

Beginner

37 Lessons

7h

Certificate of Completion

This introductory course provides a detailed and lucid explanation of various concepts in Graph Machine Learning, along with coding examples wherever necessary.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

63 Playgrounds
7 Quizzes

This course includes

63 Playgrounds
7 Quizzes

Course Overview

Are you ready to attain mastery in graph machine learning? Graphs are ubiquitous and have diverse applications in various fields. In this introductory course, you will learn the fundamentals of graph machine learning so that you’re able to work with different types of graphs, state-of-the-art graph machine learning techniques, and various graph analytics tasks. The course begins with the basics of graphs and gradually progresses to more advanced topics, including graph embedding and its different technique...Show More

TAKEAWAY SKILLS

Python

Pytorch Basics

Graph

Machine Learning

What You'll Learn

Familiarity with creating and manipulating graphs

An understanding of the concepts of graph embedding and its various techniques

Ability to formulate important graph analytics tasks such as node classification and link prediction

Hands-on experience developing graph neural networks using PyTorch Geometric

An understanding of knowledge graphs and different ways to generate their embeddings

Comprehensive knowledge of graph machine learning concepts

What You'll Learn

Familiarity with creating and manipulating graphs

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Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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