AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

AI Today Podcast: AI Education Series: Model Evaluation and Testing

0:00
18:26
Recuar 15 segundos
Avançar 15 segundos

This podcast episode provides a snippet of Cognilytica’s AI and ML education from our Cognilytica Education Subscription. When creating ML models it’s important to focus on model evaluation and testing and evaluating AI models vs. the heuristic. This podcast is an excerpt from our Cognilytica Education course “Model Evaluation and Testing”. In this clip we discuss what is overfit and underfit and bias and variance of data.

Continue reading AI Today Podcast: AI Education Series: Model Evaluation and Testing at Cognilytica.

Mais episódios de "AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion"

  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Failure Series – The Real World Mismatch

    19:59

    Far too often, organizations move forward with AI projects without having a clear understanding of how their AI and ML models are going to be used in the real world. This lack of real world understanding is a major reasons why AI projects fail. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer dig deeper into this topic, and share ways companies can overcome this issue. Continue reading AI Today Podcast: AI Failure Series – The Real World Mismatch at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: Interview with Albert King, Chief Data Officer of the Scottish Government

    27:27

    Countries across the world are understanding that they can take advantage of the tremendous transformation presented by AI and cognitive technologies and position themselves for global competitiveness in the future. As a result, countries are coming up with their own unique AI strategies. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer interview Albert King, Chief Data Officer of the Scottish Government to discuss the Scottish AI strategy that was published in March 2021. Continue reading AI Today Podcast: Interview with Albert King, Chief Data Officer of the Scottish Government at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    Não percas um episódio de AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion e subscrevê-lo na aplicação GetPodcast.

    iOS buttonAndroid button
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: Data Science through a Human Lens – Interview with Felipe Flores, host of Data Futurology Podcast

    On the AI Today podcast we regularly interview thought leaders who are implementing AI and cognitive technology at various companies and agencies. However in this episode hosts Kathleen Walch and Ron Schmelzer interview Felipe Flores, host of Data Futurology Podcast. On his podcast he talks about Data Science through a human lens and discusses the human side of data with leaders from across the globe. Continue reading AI Today Podcast: Data Science through a Human Lens – Interview with Felipe Flores, host of Data Futurology Podcast at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Failure Series – Iteration Time & Proof of Concept vs. Pilots

    23:47

    In order for projects to be successful, the time between concept to execution needs to be reasonably set. Far too often, we see the iteration time of AI projects to be months, if not years, from the initial pilot. Additionally, we see organizations run a proof of concept in a controlled lab setting (why?) rather than a pilot using real world systems. Continue reading AI Today Podcast: AI Failure Series – Iteration Time & Proof of Concept vs. Pilots at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Education Series: Managing Data for AI

    24:25

    This podcast episode provides a snippet of Cognilytica’s AI and ML education from our Cognilytica Education Subscription. Data is at the heart of AI. It should be no surprise then that proper data management is crucial for AI projects. This podcast is an excerpt from our Cognilytica Education course “Managing Data for AI”. In this clip we discuss the history of how we stored data in the past and moving from transactional systems to analytics systems. Continue reading AI Today Podcast: AI Education Series: Managing Data for AI at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Failure Series- Data Quality Issues

    30:11

    The saying garbage in is garbage out couldn’t be more true when it comes to data being fed into AI and ML models. In this podcast, hosts Kathleen Walch and Ron Schmelzer discuss the importance of data quality and why bad data is a main reason for AI project failure. Show Notes: CPMAI Methodology CPMAI MethodologyIntro to CPMAI webinar AI Today Podcast: AI Failure Series – Data Quantity & Data Understanding Issues AI Today Podcast: AI Failure Series – ROI Misalignment Continue reading AI Today Podcast: AI Failure Series- Data Quality Issues at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: From Data Reporter to AI Strategist, Interview with Mara Pometti, Global AI Strategist at IBM

    Organizations are finding that data is only part of their AI strategy. In order to fully utilize their data, they need to be able to make sense of that data and effectively communicate the story their data is telling. In this episode of the AI Today podcast, hosts Kathleen Walch and Ron Schmelzer interview Mara Pometti, Global AI Strategist at IBM. Continue reading AI Today Podcast: From Data Reporter to AI Strategist, Interview with Mara Pometti, Global AI Strategist at IBM at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Failure Series – Data Quantity & Data Understanding Issues

    AI and ML projects revolve around data so it’s important to understand how much data you really need. Understanding how to plan, manage, and operationalize AI & ML Projects is crucial for project success. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer continue the discussion around common reasons why AI projects fail. Continue reading AI Today Podcast: AI Failure Series – Data Quantity & Data Understanding Issues at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Education Series: Model Evaluation and Testing

    18:26

    This podcast episode provides a snippet of Cognilytica’s AI and ML education from our Cognilytica Education Subscription. When creating ML models it’s important to focus on model evaluation and testing and evaluating AI models vs. the heuristic. This podcast is an excerpt from our Cognilytica Education course “Model Evaluation and Testing”. In this clip we discuss what is overfit and underfit and bias and variance of data. Continue reading AI Today Podcast: AI Education Series: Model Evaluation and Testing at Cognilytica.
  • AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion podcast

    AI Today Podcast: AI Failure Series – ROI Misalignment

    In order for a project to be successful, there needs to be some positive return on the investment (ROI) involved to get this project off the ground and into production. This ROI can be measured by cost savings, but also by people savings, resource savings, and/or time allocation savings. A common reason we see AI projects fail is that the ROI is not justified. Continue reading AI Today Podcast: AI Failure Series – ROI Misalignment at Cognilytica.

Descobre o mundo dos podcasts com a app gratuita GetPodcast.

Subscreve os teus podcasts preferidos, ouve episódios offline e obtém recomendações fantásticas.

iOS buttonAndroid button