Attachment 1.xlsx

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Academic Support Services for USMC
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M00264-20-Q-0071
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Software Design

Software Design
Course description: Basic introductory course to software development. Includes instruction in critical thinking, problem solving skills, and essential programming logic in structured and object-oriented design using contemporary tools.

Associated T&R Events: 2652-DATA-2002 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, employ data engineering techniques, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2003 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, conduct data intelligence analysis, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2004 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, develop data intelligence reports, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2005 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, provide data visualization in web services, to enable intelligence support tot he information operations environment as directed by the commander.

Machine Learning Intro

Machine Learning Intro
Course description: Introductory course in machine learning and artificial intelligence touching up on basic theory, algorithms, and applications, and focusing on feature engineering and artificial intelligence.

Associated T&R Events: 2652-DATA-2006 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct machine learning model analysis, to enable intelligence support to the information operations environment as directed by the commander.

Python Programming

Python Programming
Course description: Foundations of object-oriented programming using Python are the focal point. The course centers on program construction, algorithm development, coding, debugging, and documentation of Python applications

Associated T&R Events: 2652-DATA-2002 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, employ data engineering techniques, to enable intelligence support to the information operations environment as directed by the commander

Cloud Computing

Cloud Computing
Course description: Focuses on cloud infrastructure, deployment, security models, and vital points in migrating to cloud computing. Emphasis is placed on processed required to build traditional, virtualized, and cloud data center enviroments, including computation, storage, networking, desktop application virtualization, business continuity, security, and management.

Associated T&R Events: 2652-DATA-2001 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct distributed database administration, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2002 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, employ data engineering techniques, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2003 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, conduct data intelligence analysis, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2005 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, provide data visualization in web services, to enable intelligence support tot he information operations environment as directed by the commander.

Linux System Administra

Linux System Administration
Course description: Course covers installation, configuration and administration of the Linux operating system and focuses on the use of Linux as a network client and workstation.

Associated T&R Events: 2652-DATA-2001 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct distributed database administration, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2006 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct machine learning model analysis, to enable intelligence support to the information operations environment as directed by the commander.

Structrured Query Language

Structured Query Language
Course description: Course covers practical introduction to command and functions used in SQL for obtaining data from standard databases.

Associated T&R Events: 2652-DATA-2001 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct distributed database administration, to enable intelligence support to the information operations environment as directed by the commander

Advanced Database Management

Advanced Database Management
Course description: Course contains thorough instruction in the handling of critical tasks of planning and implementing large databases. Includes an introduction to concepts of advanced data warehousing and database configuration.

Associated T&R Events: 2652-DATA-2001 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct distributed database administration, to enable intelligence support to the information operations environment as directed by the commander

Applied Data Science Technology

Applied Data Science Technology
Course description: Reviews the basics of descriptive and inferential statistics, probability, and distribution; and cover practice to real data sets.

Associated T&R Events: 2652-DATA-2002 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, employ data engineering techniques, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2003 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, conduct data intelligence analysis, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2006 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct machine learning model analysis, to enable intelligence support to the information operations environment as directed by the commander.

Intro to Data Science

Intro to Data Science
Course description: This is an introductory course in data science necessary for future scaffolding. Students will apply analytics tools and statistics on a dataset in order to obtain information of value.

Associated T&R Events: 2652-DATA-2002 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, employ data engineering techniques, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2003 With the aid of reference, mission tasking, a knowledge management plan, and a data flow management framework, conduct data intelligence analysis, to enable intelligence support to the information operations environment as directed by the commander; 2652-DATA-2006 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct machine learning model analysis, to enable intelligence support to the information operations environment as directed by the commander.

Machine Learning (Continued)

Machine Learning (Continued)
Course description: Introduction to machine learning and pattern recognition. Topics include feature engineering, supervised learning, unsupervised learning and artificial intelligence, encompassing theory and practice.

Associated T&R Events: 2652-DATA-2006 With the aid of references, mission tasking, a knowledge management plan, and a data flow management framework, conduct machine learning model analysis, to enable intelligence support to the information operations environment as directed by the commander.

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