Big Data on AWS Training (AWS-BIG-DATA)

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Big Data on AWS Training (AWS-BIG-DATA)

Introduction:

Big Data on AWS Training Hands-on

Big Data on AWS training introduces you to cloud-based big data solutions such as Amazon 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, Amazon Quicksight, Amazon Athena and Amazon Kinesis, and leverage best practices to design big data environments for security and cost-effectiveness.

Customize It:

● If you are familiar with some aspects of this Big Data on AWS Training course, we can omit or shorten their discussion.
● We can adjust the emphasis placed on the various topics or build the course around the mix of technologies of interest to you (including technologies other than those included in this outline).
● If your background is nontechnical, we can exclude the more technical topics, include the topics that may be of special interest to you (e.g., as a manager or policy-maker), and present the course in manner understandable to lay audiences.

Audience / Target Group:

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 the services and architecture patterns behind big data solutions on AWS

Related Courses:

DevOps Engineering on AWS Training (AWS-DEV-OPS)
Developing on AWS Training (AWS-DEV)

Duration: 3 days

Prerequisites:

We recommend that attendees of this Big Data on AWS Training course have the following prerequisites:

Basic familiarity with big data technologies, including Apache Hadoop, MapReduce, HDFS, and SQL/NoSQL querying
Students should complete the free Big Data Technology Fundamentals web-based training or have equivalent experience
Working knowledge of core AWS services and public cloud implementation
Students should complete the AWS Technical Essentials course or have equivalent experience
Basic understanding of data warehousing, relational database systems, and database design

Skills Gained:

This Big Data on AWS Training course teaches you how to:

Fit AWS solutions inside of a big data ecosystem
Leverage Apache Hadoop in the context of Amazon EMR
Identify the components of an Amazon EMR cluster
Launch and configure an Amazon EMR cluster
Leverage common programming frameworks available for Amazon EMR including Hive, Pig, and Streaming
Leverage Hue to improve the ease-of-use of Amazon EMR
Use in-memory analytics with Spark on Amazon EMR
Choose appropriate AWS data storage options
Identify the benefits of using Amazon Kinesis for near real-time big data processing
Leverage Amazon Redshift to efficiently store and analyze data
Comprehend and manage costs and security for a big data solution
Secure a Big Data solution
Identify options for ingesting, transferring, and compressing data
Leverage Amazon Athena for ad-hoc query analytics
Use visualization software to depict data and queries using Amazon QuickSight
Orchestrate big data workflows using AWS Data Pipeline

Course Content:

Day 1

Overview of Big Data
Big Data Ingestion and Transfer
Big Data Streaming and Amazon Kinesis
Lab 1: Using Amazon Kinesis to Stream and Analyze Apache Server Log Data
Big Data Storage Solutions
Big Data Processing and Analytics
Lab 2: Using Amazon Athena to Query Log Data From Amazon S3

Day 2

Apache Hadoop and Amazon EMR
Lab 3: Storing and Querying Data on Amazon DynamoDB
Using Amazon EMR
Hadoop Programming Frameworks
Lab 4: Processing Server Logs With Hive on Amazon EMR
Web Interfaces on Amazon EMR
Lab 5: Running Pig Scripts in Hue on Amazon EMR
Apache Spark on Amazon EMR
Lab 6: Processing NY Taxi data using Spark on Amazon EMR

Day 3

Amazon Redshift and Big Data
Visualizing and Orchestrating Big Data
Lab 7: Using TIBCO Spotfire to Visualize Data
Managing Big Data Costs
Securing Your Amazon Deployments
Big Data Design Patterns

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Time Frame: 0-3 Months4-12 Months

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