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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liveProject This project is part of the liveProject series End-to-End Batch Data Pipeline with Spark liveProjects give you the opportunity to learn new skills by completing real-world challenges in your local development environment. Solve practical problems, write working code, and analyze real data—with liveProject, you learn by doing. These self-paced projects also come with full liveBook access to select books for 90 days plus permanent access to other select Manning products. $19.99 $29.99 you save $10 (33%)
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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

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
Each project is divided into several achievable steps.
Get Help
While within the liveProject platform, get help from other participants and our expert mentors.
Compare with others
For each step, compare your deliverable to the solutions by the author and other participants.
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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