AI Today Podcast: AI Glossary Series – “Ground Truth” Data and Synthetic Data
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, ...
12 Mai 20239min
AI Today Podcast: AI Glossary Series – Pre-Trained Model and Transfer Learning
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 ...
10 Mai 20238min
AI Today Podcast: Why Data Storage Matters When it Comes to AI: Interview with Justin Emerson, Pure Storage
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,...
8 Mai 202330min
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 Mai 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 Mai 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
