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Artificial intelligence, machine intelligence and machine learning are often used as if they mean the same thing, which causes confusion. This 60-minute webinar on the artificial intelligence landscape explains what each one is and how they differ.

Machine learning and machine intelligence get less attention than AI, yet they are what make it work. The session covers the principles behind these components, deep learning and neural networks, how data is structured, the methodologies that bring the elements together, and how big data fits in.

You'll also see use cases for each, the limitations of the technology and how it shows up in tools such as ChatGPT, social media and industry.


  • Define AI and its related elements, machine learning and machine intelligence
  • Identify use cases for each
  • Explain how functions such as algorithms and models work
  • Describe deep learning and neural networks
  • Outline common methodologies and techniques
  • Explain the role of big data in AI and how AI chat fits in

  • Artificial intelligence (AI)
  • Machine intelligence (MI)
  • Machine learning (ML)
  • Deep learning and neural networks
  • Underlying principles of the components and elements
  • Structuring of data
  • Use cases
  • Methodologies: how the elements flow and come together
  • Limitations
  • How big data plays into AI
  • AI chat tools

The aim is an unbiased understanding of AI, machine intelligence, machine learning and deep learning: what the parts are, how they differ and what makes them up. The key takeaway is knowing what AI is and what it is not.

It suits engineers, product managers, technicians, IT staff, C-level, sales and marketing professionals, teachers, students and social media professionals who want a fundamental grasp of the technology.


  • Technical - engineers
  • Semi-technical – product managers, technicians
  • Non–technical – C-level, Sales, and marketing (to gain a fundamental knowledge of the technology)
  • Students
  • IT individuals
  • Teachers
  • Social media

Ernest Worthman is an analyst and SME in several segments of high technology and the VP of content and Technology for AGL Information and Technology, LLC.

He is also a nationally and internationally published technical editor/writer for wireless, semiconductor, cybersecurity, and other industries and regularly speaks at industry events.

As well, he is a guest lecturer at Colorado State University’s College of Electrical Engineering.

Ernest has over 25 years of experience in high-tech print and online publishing. He has held several editorial positions across several high-tech publications including Semiconductor Engineering’s cybersecurity and Internet of Everything/Everyone (IoX) channels, Editor of RF Design, Editorial Director of Reed’s Wireless group, which included Wireless Design and Development and Fiber Optic Technology He has also been the editor of RF Design and a contributing editor to Mobile Radio Technology, Satellite Communications and others, as well as computer-related periodicals such as Windows NT.

His technical media and writing practice clients include Agilent (now Keysight) Technologies, RF Industries, GLOBALFOUNDRIES, Advanced Linear Devices, and others for which he does technical and engineering writing.

Before that, he had a hardware and software consulting and training practice which, among other things, developed and presented edge-of-the envelope training courses for computer software/hardware and OS’s for Fortune 500 Clients such as IBM and Goldman Sachs. Early on, he was an RF engineer with Motorola.

Ernest’s present credentials include a B.S. Electronic Engineering, A.A. S, Electronic Digital Technology; Senior and Life Member of the IEEE, a member of IEEE’s ComSoc, VTS, MTTS, Big Data, Future Networks, AI, and 5G community, board member of the 6G Alliance, and a Panellist and session chair at various technical conferences. His former credentials include being a Fellow of the Radio Club of America, a Certified State of Colorado Post-Secondary/Adult teacher/instructor; a Member IBM Software Developers Assistance Program and Independent Vendor League; a Microsoft Solutions Provider; an IBM-Certified OS2 consultant and trainer; WordPerfect Corporation Developer/Consultant and Lotus Development Corporation Developer/Consultant.

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