AI Today Podcast: Overview of Synthetic Data

AI Today Podcast: Overview of Synthetic Data

Machine learning algorithms need examples of data from which they can learn, especially supervised machine learning algorithms. However, one big challenge for those looking to put machine learning into practice is the lack of a sufficient quantity of good quality data examples from which to train systems. To address the needs for large quantities of high quality data, vendors have emerged to provide computer-generated data, known as synthetic data, that matches the range and quality of data n...

Episoder(526)

AI Today Podcast: Trustworthy AI Series: Responsible AI

AI Today Podcast: Trustworthy AI Series: Responsible AI

AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You need to know how to build...

6 Sep 202327min

AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data

AI Today Podcast: AI Glossary Series – Structured Data, Unstructured Data, Semi-structured Data

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DIKUW Pyramid, explain how these terms relate to AI and why it’s important to k...

4 Sep 20238min

AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?

AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?

It’s hard to have a conversation about AI these days without the topics of Generative AI and Large Language Models (LLMs) coming up. But what do these technologies mean at an organizational level? And...

30 Aug 20231h 12min

AI Today Podcast: AI Glossary Series – V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, Data Veracity

AI Today Podcast: AI Glossary Series – V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, Data Veracity

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms V’s of Big Data, Data Volume, Exabyte / Petabyte / Yottabyte / Zettabyte, Data Variety, Data Velocity, D...

25 Aug 202315min

AI Today Podcast: Trustworthy AI Series: Ethical AI

AI Today Podcast: Trustworthy AI Series: Ethical AI

AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You need to know how to build...

23 Aug 202326min

AI Today Podcast: AI Glossary Series – Data, Dataset, Big Data, DIKUW Pyramid

AI Today Podcast: AI Glossary Series – Data, Dataset, Big Data, DIKUW Pyramid

Data is the heart of AI. So, of course we need to have a podcast about data! In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data, Dataset, Big Data, DI...

18 Aug 202312min

AI Today Podcast: Applying CPMAI in the Real World – Interview with Chuck LaBarre, ENI

AI Today Podcast: Applying CPMAI in the Real World – Interview with Chuck LaBarre, ENI

It’s one thing for us to talk about the Cognitive Project Management for AI (CPMAI) Methodology and the benefits it can bring to managers running AI and advanced data projects, but hearing directly ho...

16 Aug 202339min

AI Today Podcast: AI Glossary Series – Data Augmentation, Data Labeling, Bounding box, Sensor fusion

AI Today Podcast: AI Glossary Series – Data Augmentation, Data Labeling, Bounding box, Sensor fusion

Data is critical to making AI and machine learning work. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Augmentation, Data Labeling, Bounding box,...

11 Aug 202311min

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