Big Data on AWS introduces you to cloud-based big data solutions such as Amazon Elastic MapReduce (EMR), Amazon Redshift, Amazon Kinesis and the rest of the AWS big data platform. In this course, we show you how to use Amazon EMR to process data using the broad ecosystem of Hadoop tools like Hive and Hue. We also teach you how to create big data environments, work with Amazon DynamoDB, Amazon Redshift, and Amazon Kinesis, and leverage best practices to design big data environments for security and cost-effectiveness.
Overview of Big Data
Ingestion, Transfer, and Compression
Storing and Querying Data on DynamoDB
Big Data Processing and Amazon Kinesis
Introduction to Apache Hadoop and Amazon EMR
Using Amazon Elastic MapReduce
Hadoop Programming Frameworks
Processing Server Logs with Hive on Amazon EMR
Processing Chemistry Data Using Hadoop Streaming on Amazon EMR
Streamlining Your Amazon EMR Experience with Hue
Running Pig Scripts in Hue on Amazon EMR
Spark on Amazon EMR
Interactively Creating and Querying Tables with Spark and Spark SQL on Amazon EMR
Managing Amazon EMR Costs
Securing your Amazon EMR Deployments
Data Warehouses and Columnar Datastores
Amazon Redshift and Big Data
Optimizing Your Amazon Redshift Environment
Big Data Design Patterns
Visualizing and Orchestrating Big Data
Using Tibco Spotfire to Visualize Big Data
Who should attend
This course is intended for:
Individuals responsible for designing and implementing big data solutions, namely Solutions Architects
Data Scientists and Data Analysts interested in learning about big data solutions on AWS
We recommend that attendees of this course have the following prerequisites:
Basic familiarity with big data technologies, including Apache Hadoop, MapReduce, HDFS, and SQL/NoSQL querying
Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
Instructor-led Online Training:
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.