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Data Science on AWS
This intensive 4-day hands-on course is designed to teach attendees how to use AWS features to perform data analysis in the Amazon AWS environment. Each module is complemented with a hands-on lab giving attendees practical experience with the topics covered. Day one focuses on data analytics basics, including data acquisition, scrubbing, manipulation, and storage. A number of practical use cases are examined during class and lab sessions where students will gain exposure to S3, Glue, and other tools. Day two focuses on data warehousing tools, introducing attendees to Red Shift, the Hive MetaStore and the Presto high-performance query engine as well as powerful Athena automated and Kinesis streaming query services. Day three focuses on the Amazon EMR platform and the Apache Spark platform. Attendees will learn how to work with RDDs, DataFrames, SparkSQL and Spark Streaming. Day four introduces machine learning concepts and the key AWS tools for creating machine learning-driven solutions to common business problems. Upon course completion, attendees will have a clear understanding of data analysis, data processing, and machine learning operations and their applications on the AWS platform. Available for Instructor-Led (ILT) in-person/onsite training or Virtual Instructor-Led training (VILT) delivery; Open Enrollment options may be available. Application Developers, Analysts and Data Scientists This course is designed to provide attendees with a comprehensive introduction to data science on the AWS platform.
Learning modules include: The ability to run a 64 bit virtual machine (provided) good internet access, basic computing background and experience with SQL and Python.
Delivery
Who Should Attend
What Attendees will learn
Prerequisites
Contact us to request more information about enrolling in the Data Science on AWS course or to inquire about booking a custom in-house course for your team.
Open Enrollments from RX-M
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Frequently Asked Questions about Open Enrollment Courses
The RX-M Approach
Bring a neutral perspective
We bring a market neutral perspective to every engagement, taking no stake in any of the competing cloud native platforms, components or solutions so we can offer unbiased insights to our clients
Practice what we teach
We are a multi-cloud company consisting of prominent open source contributors with large-scale software engineering experience, actively contributing to the evolution of next-gen software architectures, application management, and platforms
Be solution focused
RX-M has the unique ability to deliver purpose-built, solution-based training in the form of custom curriculum that aligns with each of our client's specific desired outcomes so your team has the skills needed to accelerate your business