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(527)

Do you need a Chief AI Officer? [AI Today Podcast]

Do you need a Chief AI Officer? [AI Today Podcast]

What is a Chief AI Officer (CAIO)? There has been a lot of talk lately, including a new executive order in the US, about the need for a Chief AI Officer. But, what is this role? And, is it really need...

2 Feb 202421min

Growing Key AI and Data Skills with CPMAI: Interview with Selvie Thevathasan [AI Today Podcast]

Growing Key AI and Data Skills with CPMAI: Interview with Selvie Thevathasan [AI Today Podcast]

In an era where Artificial Intelligence is revolutionizing various industries, professionals equipped with the right skills and certifications are in high demand. The Certified Project Management for ...

31 Jan 202422min

The Layers of Trustworthy AI Revisited [AI Today Podcast]

The Layers of Trustworthy AI Revisited [AI Today Podcast]

How can AI be trustworthy? 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 for...

26 Jan 202417min

AI Glossary Series: Retrieval Augmented Generation (RAG) [AI Today Podcast]

AI Glossary Series: Retrieval Augmented Generation (RAG) [AI Today Podcast]

It’s hard to have a conversation about AI these days without the topics of Generative AI and Large Language Models (LLMs) coming up. And, Large Language Models (LLMs) have been proving useful for a va...

24 Jan 202419min

Overview of the Comprehensive Trustworthy AI Framework [AI Today Podcast]

Overview of the Comprehensive Trustworthy AI Framework [AI Today Podcast]

In today’s fast paced landscape, AI has emerged as a transformative technology. It’s being used as an augmented intelligence tool to help people do their job and tasks better. AI is also being used to...

19 Jan 202411min

Revisiting the Seven Patterns of AI in 2024 [AI Today Podcast]

Revisiting the Seven Patterns of AI in 2024 [AI Today Podcast]

How many categories of AI are there? Artificial Intelligence and machine learning is maturing considerably. You can now find AI projects in every industry. At Cognilytica, we spend a considerable amou...

17 Jan 202421min

Applying CPMAI Methodology to AI Projects: Interview with Christina Kucek, CAI [AI Today Podcast]

Applying CPMAI Methodology to AI Projects: Interview with Christina Kucek, CAI [AI Today Podcast]

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

12 Jan 202428min

Trustworthy AI Best Practices: Lessons Learned from the Rite Aid Facial Recognition Ban [AI Today Podcast]

Trustworthy AI Best Practices: Lessons Learned from the Rite Aid Facial Recognition Ban [AI Today Podcast]

Facial recognition falls under the recognition pattern of AI. On it’s own the technology is neutral. However, it’s the application and use (or misuse) of this technology that can have severe consequen...

10 Jan 202424min

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