Practice GraphX - 13.3.2.5 | 13. Big Data Technologies (Hadoop, Spark) | Data Science Advance
Students

Academic Programs

AI-powered learning for grades 8-12, aligned with major curricula

Professional

Professional Courses

Industry-relevant training in Business, Technology, and Design

Games

Interactive Games

Fun games to boost memory, math, typing, and English skills

GraphX

13.3.2.5 - GraphX

Enroll to start learning

You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define GraphX in your own words.

💡 Hint: Think about how it relates to graph data.

Question 2 Easy

What do vertices represent in a graph?

💡 Hint: Recall what nodes are in relation to a graph.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is GraphX primarily used for?

Data storage
Graph computations
Machine learning

💡 Hint: Think about the name and its function.

Question 2

True or False: GraphX can only work with RDDs for graph data.

True
False

💡 Hint: Recall the flexibility of data structures in Spark.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Design a graph using GraphX to model a friendship network. Explain how you will structure the data and what insights you hope to gain.

💡 Hint: Think about the types of relationships you wish to analyze.

Challenge 2 Hard

Implement an algorithm to detect spam users in a graph representing online interactions. Explain how you would run this with GraphX.

💡 Hint: Consider how user interactions reveal their authenticity.

Get performance evaluation

Reference links

Supplementary resources to enhance your learning experience.