AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning
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 kn...
5 Maj 202311min
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 abo...
3 Maj 202311min
AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve
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 ...
28 Apr 202311min
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 thi...
26 Apr 202311min
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 im...
21 Apr 202312min
AI Today Podcast: AI Glossary Series- Hidden Layer and Deep Learning
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 term...
19 Apr 202312min
AI Today Podcast: AI Glossary Series – Perceptron
The Perceptron was the first artificial neuron. The theory of the perceptron was first published in 1943 by McCulloch & Pitts, and then developed in 1958 by Rosenblatt. So yes, this was developed in t...
14 Apr 202312min
AI Today Podcast: AI Glossary Series – Bias, Weight, Activation Function, Convergence, and ReLU
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Bias, Weight, Activation Function, Convergence, and ReLU and explain how they relate to AI and why it’s ...
12 Apr 202313min
