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PODCAST

AI Today Podcast

AI & Data Today

The top podcast for those wanting no-hype, practical, real-world insight into what enterprises, public sector agencies, thought leaders, leading technology companies, pundits, and experts are doing with AI today.

technology

All Episodes

16:37

AI Today Podcast: AI Glossary Series – Confusion...

AI Today Podcast ·

2023/06/16

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve, explain how these terms relate to AI and why it’s important to know about them. Show Notes: FREE Intro to CPMAI mini course CPMAI Training and Certification AI Glossary Glossary Series: Training Data, Epoch, Batch, Learning Curve Glossary Series: (Artificial) Neural Networks, Node

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12:33

AI Today Podcast: AI Glossary Series – Model...

AI Today Podcast ·

2023/06/14

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Model Validation, Validation Data, Test Data, Cross-Validation, 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 intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – Model Validation, Validation Data, Test Data, and Cross-Validation at Cognilytica.

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12:57

AI Today Podcast: AI Glossary Series – Model Tuning...

AI Today Podcast ·

2023/06/09

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. Want to dive deeper into an understanding of artificial intelligence, machine learning, or big data concepts? Want to learn how to apply AI and data using hands-on approaches and the latest technologies? Continue reading AI Today Podcast: AI Glossary Series – Model Tuning and Hyperparameter at

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11:06

AI Today Podcast: AI Glossary Series – OpenAI, GPT,...

AI Today Podcast ·

2023/06/07

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 landscape. Want to dive deeper into an understanding of artificial intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – OpenAI, GPT, DALL-E, Stable Diffusion at Cognilytica.

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54:14

AI Today Podcast: Digitizing the Mind: Interview with...

AI Today Podcast ·

2023/06/05

Large Language Models (LLMs) are all the rage these days. It’s hard to have a conversation about AI without ChatGPT, Google Bard, or LLMs being brought up. However, what if these LLMs could learn more about you individually and provide a much more hyperpersonalized experience and responses?! In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer interview Dmitry Shapiro who is CEO of YouAi. Continue reading AI Today Podcast: Digitizing the Mind: Interview with Dmitry Shapiro,

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11:40

AI Today Podcast – AI Glossary Series: Transformer...

AI Today Podcast ·

2023/06/02

Transformer models have proven to be especially powerful for Natural Language Processing applications and image generation, and have been popularized by models such as GPT-3, Stable diffusion, and BERT. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Transformer Networks, explain how these terms relate to AI and why it’s important to know about them. Continue reading AI Today Podcast – AI Glossary Series: Transformer Networks at Cognilytica.

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10:09

AI Today Podcast: AI Glossary Series – Boltzmann Machine

AI Today Podcast ·

2023/05/31

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 intelligence, machine learning, or big data concepts? Want to learn how to apply AI and data using hands-on approaches and the latest technologies? Continue reading AI Today Podcast: AI Glossary Series – Boltzmann Machine at Cognilytica.

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11:36

AI Today Podcast: AI Glossary Series –...

AI Today Podcast ·

2023/05/26

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. Want to dive deeper into an understanding of artificial intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – Encoder-Decoder, AutoEncoder, and Generative Adversarial Network (GAN) at Cognilytica.

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14:05

AI Today Podcast: AI Glossary Series – Convolutional...

AI Today Podcast ·

2023/05/24

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the term Convolutional Neural Network (CNN), 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 intelligence, machine learning, or big data concepts? Want to learn how to apply AI and data using hands-on approaches and the latest technologies? Continue reading AI Today Podcast: AI Glossary Series – Convolutional Neural Network

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10:45

AI Today Podcast: AI Glossary Series – Recurrent...

AI Today Podcast ·

2023/05/19

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM), 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 intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM) at Cognilytica.

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9:09

AI Today Podcast: AI Glossary Series – Feed-Forward...

AI Today Podcast ·

2023/05/17

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 define the term Feed-Forward Neural Network, explain how these terms relate to AI and why it’s important to know about them. Continue reading AI Today Podcast: AI Glossary Series – Feed-Forward Neural Network at Cognilytica.

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9:30

AI Today Podcast: AI Glossary Series – “Ground Truth”...

AI Today Podcast ·

2023/05/12

In order for machine learning systems to work, they need to be trained on data. But there are different types of data and depending on the situation you may want to use one type of data over another, or a combination of different types. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms “Ground Truth” Data and Synthetic Data, explain how these terms relate to AI and why it’s important to know about them. Continue reading AI Today Podcast: AI Glossary

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8:57

AI Today Podcast: AI Glossary Series – Pre-Trained...

AI Today Podcast ·

2023/05/10

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Pre-Trained Model and Transfer Learning, 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 intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – Pre-Trained Model and Transfer Learning at Cognilytica.

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30:04

AI Today Podcast: Why Data Storage Matters When it...

AI Today Podcast ·

2023/05/08

As AI applications become more complex and data-intensive, the need for scalable and efficient storage solutions becomes increasingly important. AI models require vast amounts of data to be processed, and as the size and complexity of these models continue to grow, so does the need for more storage. Storage considerations are critical for both the training and the deployment of AI models. Continue reading AI Today Podcast: Why Data Storage Matters When it Comes to AI: Interview with Justin Emerson,

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11:24

AI Today Podcast: AI Glossary Series – CPU, GPU, TPU,...

AI Today Podcast ·

2023/05/05

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms CPU, GPU, TPU, and Federated Learning, 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 intelligence, machine learning, or big data concepts? Continue reading AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning at Cognilytica.

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11:20

AI Today Podcast: AI Glossary Series – Tokenization...

AI Today Podcast ·

2023/05/03

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. Want to dive deeper into an understanding of artificial intelligence, machine learning, or big data concepts? Want to learn how to apply AI and data using hands-on approaches and the latest technologies? Continue reading AI Today Podcast: AI Glossary Series – Tokenization and Vectorization at

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11:51

AI Today Podcast: AI Glossary Series – Training Data,...

AI Today Podcast ·

2023/04/28

In order for machine learning systems to work they need to be trained on data. But as the old saying goes “garbage in is garbage out” so you need to make sure you have a dataset of prepared data that is cleaned so you can incrementally train a machine learning model to perform a particular task. Continue reading AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve at Cognilytica.

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11:17

AI Today Podcast: AI Glossary Series –...

AI Today Podcast ·

2023/04/26

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 Walch and Ron Schmelzer define the terms Backpropagation, Learning Rate, and Optimizer, explain how these terms relates to AI and why it’s important to know about them. Continue reading AI Today Podcast: AI Glossary Series – Backpropagation, Learning

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12:48

AI Today Podcast: AI Glossary Series – Loss Function,...

AI Today Podcast ·

2023/04/21

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 course CPMAI Training and Certification AI Glossary Glossary Series: Artificial Intelligence Glossary Series: Artificial General Intelligence (AGI), Strong AI, Weak AI, Narrow AI Glossary Series: Heuristic & Brute-force Search AI Glossary

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12:15

AI Today Podcast: AI Glossary Series- Hidden Layer...

AI Today Podcast ·

2023/04/19

Deep Learning is powering this current wave of AI interest. But do you really know what Deep Learning is? In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms hidden layer and deep learning, explain how these terms relates to AI and why it’s important to know about them. Continue reading AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning at Cognilytica.

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