AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning

AI Today Podcast: AI Glossary Series – Black Box, Explainable AI (XAI), Interpretable AI: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Black Box, Explainable AI (XAI), Interpretable AI, explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

14 min listen

AI Today Podcast: AI Glossary Series: K-Nearest Neighbor and Lazy Learning: There are many algorithms that can be used for classification and it's important to at least know them at a high level. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms K-Nearest Neighbor and Lazy Learning... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

8 min listen

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 Ron Schmelzer define the terms Machine Learning, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI Glossary Series – OpenAI, GPT, DALL-E, Stable Diffusion: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer discuss and define at a high level the terms OpenAI, GPT, DALL-E, and Stable Diffusion, and share why you should know these terms and how they relate to the overall AI lands... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Classification & Classifier, Binary Classifier, Multiclass Classifier, Decision Boundary: Determining which categories or “classes” data belongs to in the core aspect of classification. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Classification & Classifier, Binary Classifier, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI in the Cloud: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer discuss what AI in the cloud really means. They break down what is the cloud with a technical definition and then an economic definition to level set the topic and then dig ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

40 min listen

AI Today Podcast: AI Glossary Series – Malicious AI, Adversarial Attack, DeepFake: With the use of malicious AI on the rise, it's hard to believe anything you read, hear, or see these days. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Malicious AI, Adversarial Attack, DeepFake, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

15 min listen

AI Today Podcast: AI Glossary Series – Tokenization and Vectorization: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Tokenization and Vectorization, explain how these terms relates to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

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 at an organizational level? by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

45 min listen

AI Today Podcast: AI Glossary Series – (Artificial) Neural Networks, Node (Neuron), Layer: If we can replicate neurons and how they are connected, can we replicate the behavior of our brains? In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms (Artificial) Neural Networks, Node, and layer, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

14 min listen

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 at a high level the terms Personalization, by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series: Cognitive Technology: Sometimes, talking about what is and isn’t AI isn’t helpful given the lack of a commonly accepted definition of AI. Instead we find that using the term Cognitive technologies when we’re talking about goals of Machines mimicking and approaching Human In... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series – Boltzmann Machine: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Boltzmann Machine, explain how these terms relate to AI and why it's important to know about them. Want to dive deeper into an understanding of artificial... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

10 min listen

AI Today Podcast: AI Glossary Series – Deep Blue: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define DeepBlue, including what it is and why it's notable for AI. Show Notes: FREE Intro to CPMAI mini courseCPMAI Training and CertificationAI GlossaryAI Glossary Se... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series – Backpropagation, Learning Rate, and Optimizer: Backpropagation was one of the innovations by Geoff Hinton that made deep learning networks a practical reality. But have you ever heard of that term before and know what it is at a high level? In this episode of the AI Today podcast hosts Kathleen Wal... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

AI Today Podcast: AI Glossary Series – Model Tuning and Hyperparameter: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Model Tuning and Hyperparameter, explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series – Feed-Forward Neural Network: Usually used as a simple example for how deep learning neural networks work, a feed-forward neural network is the most basic, “vanilla” general kind of neural network. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer defin... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

AI Today Podcast: AI Glossary Series: Recognition Systems, Computer Vision, ImageNet: The objective of the recognition pattern of AI is to have machines identify and understand the real world and unstructured data. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define and discuss at a high level the terms... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

14 min listen

AI Today Podcast: AI Glossary Series – Encoder-Decoder, AutoEncoder, and Generative Adversarial Network (GAN): In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Decoder, AutoEncoder, Generative Adversarial Network (GAN), explain how these terms relate to AI and why it's important to know about them. by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

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 how do you apply this technology for your organizat... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

72 min listen

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 them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

Explainable AI Concepts [AI Today Podcast]: The Explainable AI Layer of the Cognilytica Trustworthy AI Framework addresses the technical methods that go into understanding system behavior and make black boxes less so. In this episode of the AI Today podcast Cognilytica AI experts Ron Schmelzer a... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

7 min listen

AI Today Podcast: AI Glossary Series – Algorithmic Discrimination, Governance, Pseudo AI: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Algorithmic Discrimination, Governance, Pseudo AI. Why are these terms vital in the AI landscape? And what do they mean? Algorithmic discrimination by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series – Data Science Notebooks, Jupyter, Colab: In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Data Science Notebooks, Jupyter, Colab, explain how these terms relate to AI and why it's important to know about them. Show Notes: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

20 min listen

AI Today Podcast: AI Glossary Series – Decision Trees: There are many algorithms that can be used for classification and it's important to at least know them at a high level. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Support Vector Machine & Kernel Meth... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

11 min listen

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: by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

13 min listen

AI Today Podcast: AI Glossary Series: Artificial Intelligence: The term Artificial Intelligence (AI) was coined in 1956. Despite the fact that the term is now decades old, there still is no commonly accepted definition. In this episode of the AI Today podcast, hosts Kathleen Walch and Ron Schmelzer share Cognilyti... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

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 technologies mean at an organizational level? by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

29 min listen

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, and how they fit into the overall picture of AI. ... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

12 min listen

AI Today Podcast: AI Glossary Series – Support Vector Machine & Kernel Method: There are many algorithms that can be used for classification and it's important to at least know them at a high level. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Support Vector Machine & Kernel Meth... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

9 min listen

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AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning

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