AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent
AI Today Podcast21 Apr 2023

AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Loss Function, Cost Function and Gradient Descent, explain how these terms relates to AI and why it’s important to know about them. Show Notes: FREE Intro to CPMAI mini courseCPMAI Training and CertificationAI GlossaryGlossary Series: Artificial IntelligenceGlossary Series: Artificial General Intelligence (AGI), Strong AI, Weak AI, Narrow AIGlossary Series: Heuristic & Brute-force SearchAI Glos...

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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

AI Today Podcast: Trustworthy AI Series: The Layers of Trustworthy AI

AI Today Podcast: Trustworthy AI Series: The Layers of Trustworthy 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...

9 Aug 202322min

AI Today Podcast: AI Glossary Series – Data Preparation, Data Cleaning, Data Splitting, Data Multiplication, Data Transformation

AI Today Podcast: AI Glossary Series – Data Preparation, Data Cleaning, Data Splitting, Data Multiplication, Data Transformation

Data is the heart of AI. So, therefore doing things associated with your data is going to be critical for AI projects. This includes Data Preparation, Data Cleaning, Data Splitting, Data Multiplicatio...

4 Aug 202314min

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