Batch Data Pipeline with Spark

Interactive Superset Dashboard you own this product

This project is part of the liveProject series End-to-End Batch Data Pipeline with Spark
prerequisites
beginner SQL • basic common data visualization types • basic dashboard design and layout
skills learned
use Apache Superset to interact with the data via its SQL editor • build charts, and add them to dashboards • create and configure a workspace on Preset and interact with its managed version of Apache Superset • translate business requirements and requests into SQL queries
Mahdi Karabiben
1 week · 4-6 hours per week · BEGINNER
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team

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Look inside

Give your end-users what they want! In this liveProject, your challenge is to deliver an infrastructure that allows your end-users to query an existing, fully functioning modern Lakehouse for two different use cases: analyzing data aggregates over a long period of time to identify trends, and analyzing recently ingested data for monitoring purposes. You’ll use Preset, an SaaS platform that offers a managed version of Apache Superset, to run queries on the Lakehouse and build two interactive dashboards for your distinct use cases.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

book resources

When you start your liveProject, you get full access to the following books for 90 days.

project author

Mahdi Karabiben

Mahdi is a senior data engineer at Zendesk. With four years of experience in data engineering, he has worked on multiple large-scale projects within the AdTech and financial sectors. He's a Cloudera-certified Apache Spark developer and works with Big Data technologies on a daily basis, designing and building data pipelines, data lakes, and data services that rely on petabytes of data. Thanks to his degree in software engineering (with a minor in big data), he is comfortable with a wide range of technologies and concepts. He additionally writes for major Medium publications (Towards Data Science, The Startup) and technology websites (TheNextWeb, Software Engineering Daily, freeCodeCamp).

prerequisites

The liveProject is for software engineers and data professionals interested in onboarding big data processing skills including processing large amounts of data and building cloud-based data lakes. To begin these liveProjects you'll need to be familiar with the following:


TOOLS
  • Beginner SQL
TECHNIQUES
  • Basic SQL and relational (or NoSQL) databases
  • Basic common data visualization types
  • Basic dashboard design and layout

you will learn

In this liveProject, you’ll learn to create a workspace on Preset, connect it to Databricks, and query the existing lakehouse to build multiple dashboards. With these concepts and skills, you’ll be able to build your own custom interactive dashboards. You’ll also have the valuable expertise to offer end-users the platform that best suits their needs.


  • Use Apache Superset to interact with the data via its SQL editor, build charts, and add them to dashboards
  • Create and configure a workspace on Preset and interact with its managed version of Apache Superset
  • Translate business requirements and requests into SQL queries

features

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Project roadmap
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While within the liveProject platform, get help from other participants and our expert mentors.
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book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.

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pro

monthly
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$24.99
$249.99
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  • share your subscription with one other person
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • Interactive Superset Dashboard project for free

team

monthly
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$49.99
$499.99
only $41.67 per month
  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • Interactive Superset Dashboard project for free
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