5, 10 or 20 seats+ for your team - learn more
Nexstellar Corporation is one of the leading messaging and multimedia service providers in Italy, and they want to make their customer experience even better! They’ve recruited you to spearhead an ambitious project to implement a Lambda architecture on AWS. Over four interconnected projects, you'll build a state-of-the-art real-time data processing pipeline that transforms how modern businesses handle and leverage massive data streams. Starting with data ingestion using Amazon Kinesis, you'll progress through increasingly complex challenges: creating a robust data lake, implementing streaming analytics with Apache Flink, and finally developing an intelligent system using OpenSearch and Amazon Bedrock. You'll master cutting-edge cloud technologies like AWS Glue, Apache Zeppelin, and serverless architectures while learning to turn raw data into actionable insights that drive business decisions
This series uses Amazon Web Services, which should cost less than 18 USD for the whole series, including cleanup.
“Its clarity and practicality shine, delivering on its promise of teaching real-time data streaming and Amazon Bedrock integration with valuable hands-on experience.”
In this liveProject, you'll step into the role of a data engineering specialist at Nexstellar Corp to tackle the challenge of transforming the company's data processing capabilities. As Nexstellar seeks to evolve from batch to real-time data analysis, you'll develop a streaming data pipeline using Amazon Kinesis and AWS Lambda. You'll design a system that can rapidly ingest, transform, and store streaming data, enabling the multimedia service provider to make lightning-fast, data-driven decisions. By the end of this project, you'll have constructed a robust, scalable streaming solution that turns raw data into actionable insights!
This project uses Amazon Web Services, which should cost less than 2 USD for the whole project, including cleanup.
In this liveProject, you'll transform raw streaming data into a powerful, integrated data lake using cutting-edge tools like Apache Spark Structured Streaming, AWS Glue, and Amazon Athena. You'll develop a robust system that can process streaming information, update existing datasets, and enable lightning-fast analytics that give your company a competitive edge in the fast-moving multimedia market.
This project uses Amazon Web Services, which should cost less than 3 USD for the whole project, including cleanup.
In this liveProject, you'll harness the power of Apache Flink to build a real-time data transformation pipeline for Nexstellar Corp. You'll master reading data from Amazon Kinesis using an enhanced fan-out configuration, write SQL queries in Apache Zeppelin, and create real-time visualizations. Your challenge: Deploy a fully operational streaming analytics application on AWS, starting from a Zeppelin notebook, and conduct a comprehensive comparison between AWS Glue Streaming and Apache Flink.
This project uses Amazon Web Services, which should cost less than 7 USD for the whole project, including cleanup.
In this liveProject, you'll transform Nexstellar Corp's data architecture by building a sophisticated OpenSearch solution powered by Amazon Bedrock. You'll extract embedding features from logs, create a dynamic Knowledge Base, and develop an intelligent agent with robust generative AI guardrails. Your challenge: design a flexible database system that can efficiently store, query, and analyze real-time data while seamlessly integrating with existing infrastructure. By project's end, you'll have the skills to turn complex data streams into actionable insights that drive business innovation!
This project uses Amazon Web Services, which should cost less than 5 USD for the whole project, including cleanup.
“I learned a lot more than I expected!”
This liveProject series is for engineers who want to build a Data Lake Lambda architecture with AWS Fully Managed Services. To begin this liveProject series, you will need to know the following: