Pod as a Service

Pod as a Service

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Pod as a Service episodes

  • EP10 IoT Data Instrumentation and Measurement

    Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel.

    In this episode of Pod as a Service, Alex Castrounis (author of AI for People and Business), Luke Libraro, and Skylar Roebuck discuss data instrumentation, measurement, and considerations in IoT solutions. Topics discussed include:

    • Sensor accuracy and precision, including impact on costs
  • Data sampling rates and tradeoffs with cost, bandwidth, throughput, power requirements, etc.
  • Real-time, offline, on-device, and edge processing and analytics
  • Sensor calibration and offsets
  • Absolute vs relative sensor measurements
  • Proxy/analog data measurements
  • Data depth and processing required for machine learning applications

    • SUBSCRIBE – YouTube: https://bit.ly/aiwalexs | Alex’s Newsletter: https://www.whyofai.com/newsletter | LEARN – Artificial Intelligence Courses and Certifications at Why of AI: https://www.whyofai.com | Alex's Book: https://www.whyofai.com/ai-book | Alex's Book on Amazon: https://amzn.to/2O54wQU |  SOCIAL – Twitter: https://twitter.com/alexcastrounis | LinkedIn: https://www.linkedin.com/in/alexcastrounis

    30 min
  • EP10 IoT Data Instrumentation and Measurement

    Alex Castrounis, Luke Libraro, and Skylar Roebuck discuss data instrumentation, measurement, and considerations in IoT solutions. Topics discussed include:


    • Sensor accuracy and precision, including impact on costs

  • Data sampling rates and tradeoffs with cost, bandwidth, throughput, power requirements, etc.

  • Real-time, offline, on-device, and edge processing and analytics

  • Sensor calibration and offsets

  • Absolute vs relative sensor measurements

  • Proxy/analog data measurements

  • Data depth and processing required for machine learning applications 

    • 30 min
  • EP09 Voice Design (aka Conversation Design)

    Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel.

    In this episode of Pod as a Service, Alex Castrounis, author of AI for People and Business, and Kim Harvey, a voice designer at Google, discuss the field of voice design (aka conversation design). Topics discussed include:

    • Current state of the voice design field
  • Speech parsing and the goal of understanding
  • The phrasing of questions and responses
  • Conversation error handling
  • Human assumptions and expectations around machine personas
  • The hype vs reality of assistants
  • The potential impacts of AI on voice design
  • The combination of linguistics and design principles to better understand how conversations work

    • SUBSCRIBE – YouTube: https://bit.ly/aiwalexs | Alex’s Newsletter: https://www.whyofai.com/newsletter | LEARN – Artificial Intelligence Courses and Certifications at Why of AI: https://www.whyofai.com | Alex's Book: https://www.whyofai.com/ai-book | Alex's Book on Amazon: https://amzn.to/2O54wQU |  SOCIAL – Twitter: https://twitter.com/alexcastrounis | LinkedIn: https://www.linkedin.com/in/alexcastrounis

    32 min
  • Voice Design (aka Conversation Design)

    Alex Castrounis and Kim Harvey, a voice designer at Google, discuss the field of voice design (aka conversation design). Voice design topics discussed include the current state of the field, speech parsing and the goal of understanding, phrasing of questions and responses, conversation error handling, human assumptions and expectations around machine personas, the hype vs reality of assistants, potential impacts of AI on voice design and its future, and the combination of linguistics and design principles to better understand how conversations work.

    32 min
  • EP09 Voice Design (aka Conversation Design)

    Alex Castrounis and Kim Harvey, a voice designer at Google, discuss the field of voice design (aka conversation design). Topics discussed include:


    • Current state of the voice design field

  • Speech parsing and the goal of understanding

  • The phrasing of questions and responses

  • Conversation error handling

  • Human assumptions and expectations around machine personas

  • The hype vs reality of assistants

  • The potential impacts of AI on voice design

  • The combination of linguistics and design principles to better understand how conversations work

    • 32 min
  • EP08 UX Design, User Research, and Usability

    Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel.

    In this episode of Pod as a Service, Alex Castrounis, author of AI for People and Business, and Kim Harvey, a former user researcher and current voice designer at Google, discuss UX design, user research, and usability as these important fields apply to software, hardware, and general object product design.

    SUBSCRIBE – YouTube: https://bit.ly/aiwalexs | Alex’s Newsletter: https://www.whyofai.com/newsletter | LEARN – Artificial Intelligence Courses and Certifications at Why of AI: https://www.whyofai.com | Alex's Book: https://www.whyofai.com/ai-book | Alex's Book on Amazon: https://amzn.to/2O54wQU |  SOCIAL – Twitter: https://twitter.com/alexcastrounis | LinkedIn: https://www.linkedin.com/in/alexcastrounis

    35 min
  • UX Design, User Research, and Usability

    Alex Castrounis and Kim Harvey, a former user researcher and current voice designer at Google, discuss UX design, user research, and usability as these important fields apply to software, hardware, and general object product design.

    35 min
  • EP08 UX Design, User Research, and Usability

    Alex Castrounis and Kim Harvey, a former user researcher and current voice designer at Google, discuss UX design, user research, and usability as these important fields apply to software, hardware, and general object product design.

    35 min
  • EP07 Selling Data Science and Advanced Analytics

    Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel.

    In this episode of Pod as a Service, Alex Castrounis, author of AI for People and Business, and Skylar Roebuck discuss the value of data science and advanced analytics, including how to sell both. Topics discussed include:

    • Selling a process vs a product
  • AI hype vs reality
  • Data science as being non-deterministic
  • Abstraction and automation of AI and machine learning
  • Explainable AI

    • Disclaimer: The story near the end of this episode is a joke, and the city mentioned is not a real city. Alex and Skylar do, however, really like BBQ!

    SUBSCRIBE – YouTube: https://bit.ly/aiwalexs | Alex’s Newsletter: https://www.whyofai.com/newsletter | LEARN – Artificial Intelligence Courses and Certifications at Why of AI: https://www.whyofai.com | Alex's Book: https://www.whyofai.com/ai-book | Alex's Book on Amazon: https://amzn.to/2O54wQU |  SOCIAL – Twitter: https://twitter.com/alexcastrounis | LinkedIn: https://www.linkedin.com/in/alexcastrounis

    33 min
  • Selling Data Science and Advanced Analytics

    Alex Castrounis and Skylar Roebuck discuss the value of data science and advanced analytics, including how to sell both. The discussion includes selling a process vs a product, AI hype vs reality, data science as being non-deterministic, abstraction and automation of AI and machine learning, explainable AI, and more!


    Disclaimer: The story near the end of this episode is a joke, and the city mentioned is not a real city. Alex and Skylar do, however, really like BBQ!

    33 min

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