SMACK Stack for Data Science Certificate for Michael Loosen
Certificate ID:
672403
Authentication Code:
19442
Certified Person Name:
Michael Loosen
Trainer Name:
Jorge Calbo
Duration Days:
2
Duration Hours:
14
Course Name:
SMACK Stack for Data Science
Course Date:
2022-04-05 00:00
Course Outline:
Introduction
SMACK Stack Overview
- What is Apache Spark? Apache Spark features
- What is Apache Mesos? Apache Mesos features
- What is Apache Akka? Apache Akka features
- What is Apache Cassandra? Apache Cassandra features
- What is Apache Kafka? Apache Kafka features
Scala Language
- Scala syntax and structure
- Scala control flow
Preparing the Development Environment
- Installing and configuring the SMACK stack
- Installing and configuring Docker
Apache Akka
- Using actors
Apache Cassandra
- Creating a database for read operations
- Working with backups and recovery
Connectors
- Creating a stream
- Building an Akka application
- Storing data with Cassandra
- Reviewing connectors
Apache Kafka
- Working with clusters
- Creating, publishing, and consuming messages
Apache Mesos
- Allocating resources
- Running clusters
- Working with Apache Aurora and Docker
- Running services and jobs
- Deploying Spark, Cassandra, and Kafka on Mesos
Apache Spark
- Managing data flows
- Working with RDDs and dataframes
- Performing data analysis
Troubleshooting
- Handling failure of services and errors
Summary and Conclusion