Diving Deeper into AI: Algorithms & Methods

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In this course we will provide a deeper level overview of AI Algorithms. We’ll get into concepts of classification, regression, and clustering. We’ll also discuss different algorithms you can select when doing supervised, unsupervised, or reinforcement learning and dig deeper into various algorithms. This course will also provide you with an understanding of advanced and state-of-the-art AI methods. This intermediate level course is geared towards those putting AI into practice. 

What Will I Learn?

  • Overview of Supervised Learning
  • Overview of Unsupervised Learning
  • Overview of Reinforcement Learning
  • Overview of AI Algorithms
  • Algorithms for classification
  • Regression, Classification, Clustering
  • Algorithms for regression
  • What is clustering?
  • Algorithms for clustering
  • Algorithms for reinforcement learning

Who is this Training For?

  • Project Manager
  • Product Manager
  • Capability Manager
  • Technical Manager
  • Acquisitions Manager
  • Procurement & Contracting Officers
  • Computer Systems Programmer
  • Developer
  • Artificial Intelligence Research Associate
  • Data Scientist
  • AI / Machine Learning (ML) Engineer
  • AI Assurance Engineer
  • Test & Evaluation Engineer, System Engineer
  • Network Analyst
  • Data Analyst
  • Operations Research Analyst
  • Deployment Engineer
  • Knowledge Operations Manager
  • Network Infrastructure Engineer
  • Information / Data Technician

Supported Learning Paths

  • Cognilytica: CPMAI Certification
  • DoD JAIC: Drive AI, Create AI, Embed AI
  • Edison DSF: Data Science Professionals (DSP04 -DSP09)

Learning Levels

  • DoD JAIC AI: BASIC (Foundation) Level
  • Edison DSF: Level 4-5
  • Category: Implementing AI