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Data Science Overview
Data Science Overview is an introductory level course that introduces the entire multi-disciplinary Data Science team to the many evolving and related terms, with focus on Big Data, Data Science, Predictive Analytics, Artificial Intelligence, Data Mining, Data Warehousing. The overview explores the current state of the art and science, the major components of a modern data science infrastructure, team roles and responsibilities, and level-setting realistic possible outcomes for your investment. This goal of this course is to provide students with a baseline understanding of core concepts and technologies to a conversant level.
Provider Information
CDW
625 W. Adams St.
Chicago, IL 60661
Course Overview
- Prior exposure to enterprise Information Technology.
- Familiarity with Relational Databases.
Related Courses
- AI & Machine Learning for the enterprise
8890 McGaw Road
Suite 200
Columbia, MD 21045
625 W Adams Street
Chicago, IL 60661
5908 Headquarters Drive
Suite 400
Plano, TX 75024
201 N Franklin St
Floor 37
Tampa, FL 33602
40 E. Rio Salado Parkway
Suite 200
Tempe, AZ 85281
Learning Objectives
- Foundations: Grids & Virtualization; SOA, ESB / EMB, The Cloud
- The Hadoop Ecosystem: HDFS; Resource Navigators, MapReduce, Spark, Distributions
- Big Data, NOSQL, and ETL
- ETL: Exchange, Transform, Load
- Handling Data & a Survey of Useful tools
- enterprise Integration Patterns and Message Busses
- Developing in Hadoop Ecosystem: R, Python, Java, Scala, Pig, and BPMN
- Artificial Intelligence and Business Systems
- Who’s on the Team? Evolving Roles and Functions in Data Science
- Growing your Infrastructure
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Work Roles
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.