Artificial Intelligence to Solve Modern Challenges

  • Overview
  • Course Content
  • Requirements & Materials
Overview

Artificial Intelligence to Solve Modern Challenges

Course Description

Artificial intelligence (AI) and machine learning (ML) can be integrated across organizations to improve services, provide better situational awareness, and generate decision-making insights. This course will introduce you to the fundamentals and applications of AI and ML, ranging from knowledge-based and episodic techniques to data-driven statistical analysis. Through hands-on case studies, you’ll gain experience in applying your newly learned skills to solving common business and mission challenges. This course contains defense-oriented scenarios, but is also applicable to private industry.

Course Content

AI SUPPORT

  • Command and control
  • Mission planning
  • Course of action analysis

AI APPROACHES

  • Human-computer interaction
  • Knowledge acquisition
  • Automated planning and scheduling
  • Agent-based modeling
  • Episodic reasoning (case-based reasoning)
  • What-if analysis
  • Modeling of decision-making

DEFENSE APPLICATIONS

  • Command and Control
  • Military planning course of action (COA) analysis
  • Spectrum Command and Control

COURSE OF ACTION ANALYSIS CASE STUDY

  • Hands-on exploration of human-computer interaction with what-if analysis for course of action analysis (e.g. using NetLogo)
  • AI in support of anomaly and threat detection, combat identification

AI APPROACHES

  • Machine learning: clustering and classification
  • Predictive modeling
  • Adversarial modeling
  • Machine learning: neural networks, clustering, classification
  • Episodic learning and reasoning

DEFENSE APPLICATIONS

  • Anomaly and threat detection
  • Combat identification
  • Cyber threat detection

ANOMALY AND THREAT DETECTION CASE STUDY

AI SUPPORT

  • Cognitive electronic warfare
  • Situational awareness
  • LVC training

AI APPROACHES

  • Agent-based modeling
  • Episodic reasoning (including case-based reasoning and learning)
  • Bayesian networks
  • Modeling and Simulation and intelligent tutoring techniques
  • Recap of techniques focused for this application, including predictive modeling and human-computer interaction

DEFENSE APPLICATIONS

  • Cognitive electronic warfare
  • Intelligence Surveillance Reconnaissance
  • Situational awareness
  • Modeling and support for analyst decision-making
  • LVC training

ISR RETASKING CASE STUDY

Requirements & Materials
Materials

Provided

  • Notebooks
  • Laptops for use during course

Session Details

  • Georgia Tech Research Institute (GTRI) employees are eligible to receive a discount.  If you are a GTRI employee, please go to the Organizational Development website and look for the coupon code under GT Professional Development. Review coupon instructions for more information.

Who Should Attend

This course is designed for managers, engineers, analysts, and government/commercial industry employees responsible for improving process flow, mission outcomes, or business outcomes.

Defense technology professional attending professional short course

What You Will Learn

  • AI and ML approaches
  • How to apply AI and ML approaches to defense challenges
Cybersecurity professional working on computer

How You Will Benefit

  • Gain an understanding of the possibilities of AI and ML approaches.
  • Learn how to separate AI and ML approaches to solve current and upcoming business and mission challenges.
  • Taught by Experts in the Field icon
    Taught by Experts in the Field
  • Grow Your Professional Network icon
    Grow Your Professional Network

The course schedule was well-structured with a mix of lectures, class discussions, and hands-on exercises led by knowledgeable and engaging instructors.

- Abe Kani
President

TRAIN AT YOUR LOCATION

We enable employers to provide specialized, on-location training on their own timetables. Our world-renowned experts can create unique content that meets your employees' specific needs. We also have the ability to deliver courses via web conferencing or on-demand online videos. For 15 or more students, it is more cost-effective for us to come to you.

  • Save Money
  • Flexible Schedule
  • Group Training
  • Customize Content
  • On-Site Training
  • Earn a Certificate
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