Overview
WHAT YOU'LL LEARN
- Apache Hadoop in the context of Amazon EMR
- The architecture of an Amazon EMR cluster
- Launch an Amazon EMR cluster using an appropriate Amazon Machine Image and Amazon EC2 instance types
- Appropriate AWS data storage options for use with Amazon EMR
- Ingesting, transferring, and compressing data for use with Amazon EMR
- Use common programming frameworks available for Amazon EMR including Hive, Pig, and Streaming
- Work with Amazon Redshift to implement a big data solution
- Leverage big data visualization software
- Appropriate security options for Amazon EMR and your data
- Perform in-memory data analysis with Spark and Shark on Amazon EMR
- Options to manage your Amazon EMR environment cost-effectively
- Benefits of using Amazon Kinesis for big data
Course Taught by AWS Instructors
As an AWS authorized, worldwide training partner you can trust that you're learning the latest content developed by AWS when taking a class with Global Knowledge. We have more than 12 Authorized AWS Instructors (AAI) who not only have real-world experience, but also go through a rigorous process to validate their teaching expertise.
COURSE OUTLINE
- Overview of Big Data
- Data Ingestion, Transfer, and Compression
- AWS Data Storage Options
- Using DynamoDB with Amazon EMR
- Using Kinesis for Near Real-Time Big Data Processing
- Introduction to Apache Hadoop and Amazon EMR
- Using Amazon Elastic MapReduce
- The Hadoop Ecosystem
- Using Hive for Advertising Analytics
- Using Streaming for Life Sciences Analytics
- Using Hue with Amazon EMR
- Running Pig Scripts with Hue on Amazon EMR
- Spark on Amazon EMR
- Running Spark and Spark SQL Interactively on Amazon EMR
- Using Spark and Spark SQL for In-Memory Analytics
- Managing Amazon EMR Costs
- Securing your Amazon EMR Deployments
- Data Warehouses and Columnar Datastores
- Introduction to Amazon Redshift
- Optimizing Your Amazon Redshift Environment
- The Big Data Ecosystem on AWS
- Visualizing and Orchestrating Big Data
- Using Tibco Spotfire to Visualize Big Data
This is an emerging technology course. Course outline is subject to change as needed.
CALENDAR
Check out our Schedule of upcoming sessions delivery dates for this course.
LANGUAGE
Sessions will be held in spanish. English option available for private sessions.
PREREQUISITES
We recommend that attendees of this course have the following prerequisites:
- Familiarity with big data technologies, including Apache Hadoop and HDFS
- Knowledge of big data technologies such as Pig, Hive, and MapReduce is helpful but not required
- Working knowledge of core AWS services and public cloud implementation
- Students should complete the AWS Essentials course or have equivalent experience
- Basic understanding of data warehousing, relational database systems, and database design
RELATED CERTIFICATIONS
AWS Certified Data Analytics Specialty
The average salary of an AWS-certified IT professional is roughly $114,000 – placing it in the top five highest-paying certifications. Read more about "What It Takes To Earn a Top-Paying AWS Certification" .
FOLLOW-ON COURSES
If you are planning to certify, this exam preparation course will drive there you easily:
*Exam Readiness: AWS Certified Data Analytics Specialty
Also, depending on your role, some of the following specialty trainings may help you to deepen your knowledge and skills in the field:
Highlights
- Maximize the benefits of Amazon Web Services - With constant innovation and new releases, keeping up with Amazon Web Services (AWS) products and services can seem overwhelming. Keep your skills fresh and fine tuned by learning on the latest versions in our authorized AWS training courses—catalog below. Our certified AWS instructors will teach you the skills to design, deploy, operate and secure your infrastructure and applications on the AWS cloud.
- "I like how the content of the lectures are organized. I like how the instructor brings out each concept by presenting them how the AWS infrastructure is built, from simple to complex. The labs are designed very well. Overall, I learned quite a bit even though I am already AWS certified at associate level. Worth the time spent. MICHAEL Y. Application Software Engineer" - More than 2,400 reviewers give the instructors for this course a 94% overall satisfaction rating in our post-course survey.
- WHO SHOULD ATTEND? - * Individuals responsible for designing and implementing big data solutions, such as solutions architects and system operator administrators * Data scientists and data analysts interested in learning about big data solutions on AWS
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