Foundations of Natural Language Processing & Conversational Systems

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As one of the seven patterns of AI, conversational systems facilitate communication interaction between machines and humans, as well as between humans and other humans. This course provides a foundational level overview of conversational systems with a special focus on natural language processing (NLP). The course explains what natural language processing (NLP) is, highlights algorithms including neural networks and their role, as well as use cases for NLP and conversational systems. This course is geared towards a wide range of roles including executives, managers, technical, or procurement and technology buyer roles.

What Will I Learn?

  • Conversational pattern of AI overview
  • Natural Language Processing (NLP)
  • Natural Language generation (NLG)
  • Natural Language Understanding (NLU)
  • Conversational pattern applications and use cases
  • Technology approaches for CV and Recognition
  • Chatbots and voice assistants
  • Deep learning for NLP and conversational systems
  • Non-Deep Learning approaches to NLP / Conversational
  • Data collection and preparation needs and issues for NLP

Who is this Training For?

  • C-Level Executives
  • Commanding Officers
  • Directors
  • 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 / Data Analyst
  • Operations Research Analyst
  • Deployment Engineer
  • Knowledge Operations Manager
  • Network Infrastructure Engineer
  • Information Technician

Supported Learning Paths

  • Cognilytica: RPA
  • DoD JAIC:  Lead AI, Drive AI, Create AI
  • Edison DSF: Data Science Professionals (DSP04 -DSP09), Data Engineering & Management Professionals (DSP10-DSP16)

Learning Levels

  • DoD JAIC AI: BASIC (Foundation) Level
  • Edison Data Science Framework:Level 3-4
  • Category: Foundations of AI & Data Science