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(525)

AI Today Podcast: AI Glossary Series – Data Science, Data Scientist, Citizen Data Scientist / Citizen Developer, Data Custodian

AI Today Podcast: AI Glossary Series – Data Science, Data Scientist, Citizen Data Scientist / Citizen Developer, Data Custodian

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer delve into the diverse roles and concepts within the data universe: Data Science, Data Scientist, Citizen Data Scientist/...

29 Sep 202310min

AI Today Podcast: Generative AI Series: Foundation Models, Fine-Tuning, and Domain-Specific LLMs

AI Today Podcast: Generative AI Series: Foundation Models, Fine-Tuning, and Domain-Specific LLMs

It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using generative AI and LLMs to help with many things. But what do these technologies mean...

27 Sep 202345min

AI Today Podcast: AI Glossary Series – Analytics, Data Visualization, Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, Proscriptive / Projective Analytics

AI Today Podcast: AI Glossary Series – Analytics, Data Visualization, Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, Proscriptive / Projective Analytics

Analytics are statistical and other methods to gain informational insight from data. Since data is the heart of AI, it makes sense analytics should be understood. In this episode of the AI Today podca...

22 Sep 202312min

AI Today Podcast: Trustworthy AI Series: AI System Transparency

AI Today Podcast: Trustworthy AI Series: AI System Transparency

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...

20 Sep 202323min

AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jeff Eason, Salt Lake County Health Department

AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jeff Eason, Salt Lake County Health Department

Companies of all sizes in just about every single industry are looking to see how Artificial Intelligence (AI), machine learning (ML), and cognitive technology projects can provide a competitive edge,...

15 Sep 202332min

AI Today Podcast: Generative AI Series: Diffusion Models and Image Generation

AI Today Podcast: Generative AI Series: Diffusion Models and Image Generation

It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using generative AI to help with many things, including creating images. But what do these...

13 Sep 202329min

AI Today Podcast: AI Glossary Series – Data Warehouse, Data Lake, Extract Transform Load (ETL)

AI Today Podcast: AI Glossary Series – Data Warehouse, Data Lake, Extract Transform Load (ETL)

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...

8 Sep 202316min

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

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