AI Today Podcast: AI Glossary Series – Loss Function, Cost Function and Gradient Descent
AI Today Podcast21 Huhti 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: AI Glossary – Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning

AI Today Podcast: AI Glossary – Machine Learning Approaches: Supervised Learning, Unsupervised Learning, Reinforcement Learning

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define terms related to Machine Learning Approaches including Supervised Learning, Unsupervised Learning, Reinforcement ...

8 Helmi 20239min

AI Today Podcast: AI Glossary Series – Machine Learning, Algorithm, Model

AI Today Podcast: AI Glossary Series – Machine Learning, Algorithm, Model

Even though the term Artificial Intelligence does not have an agreed upon definition, the term machine learning does have a definition. In this episode of the AI Today podcast hosts Kathleen Walch and...

3 Helmi 202312min

AI Today Podcast: AI Glossary – DeepMind, AlphaGo, and AlphaZero

AI Today Podcast: AI Glossary – DeepMind, AlphaGo, and AlphaZero

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer discuss and define at a high level DeepMind, AlphaGo, and AlphaZero. Show Notes: FREE Intro To CPMAI Mini CourseCPMAI Tra...

1 Helmi 202311min

AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization

AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schemlzer define and discuss at a high level the terms Prediction, Inference, and Generalization, why it’s important to understand ...

27 Tammi 202310min

AI Today Podcast: AI Glossary Series – Heuristic & Brute-force Search

AI Today Podcast: AI Glossary Series – Heuristic & Brute-force Search

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schemlzer define and discuss at a high level the terms Heuristic & Brute-force Search, why it’s important to understand these terms...

25 Tammi 202312min

AI Today Podcast: AI Glossary Series – Goal-Driven Systems & Roboadvisor

AI Today Podcast: AI Glossary Series – Goal-Driven Systems & Roboadvisor

One of the seven patterns of AI, the objective of goal driven systems is to find the most optimal path or solution to a problem. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Sc...

20 Tammi 20238min

AI Today Podcast: AI Glossary Series – Probabilistic & Deterministic

AI Today Podcast: AI Glossary Series – Probabilistic & Deterministic

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Probabilistic & Deterministic and explain how they relate to AI and why it’s important to know about the...

18 Tammi 202310min

AI Today Podcast: AI Glossary Series: Personalization, Recommendation, and Hyperpersonalization

AI Today Podcast: AI Glossary Series: Personalization, Recommendation, and Hyperpersonalization

The objective of the hyperpersonalization pattern of AI is to treat each individual as an individual. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define and discuss ...

13 Tammi 202313min