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
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 (Ar...
7 Apr 202313min
AI Today Podcast: AI Glossary Series – Feature Reduction, Principal Component Analysis (PCA), and t-SNE
For a number of reasons, it can be important to reduce the number of variables or identified features in input training data so as to make training machine learning models faster and more accurate. Bu...
5 Apr 202310min
AI Today Podcast: AI Glossary Series – Feature and Feature Engineering
For time-consuming parts of the machine learning workflow people often look for tricks and techniques to help speed up the process. In this episode of the AI Today podcast hosts Kathleen Walch and Ron...
31 Mars 202311min
AI Today Podcast: AI Glossary Series – Regression and Linear Regression
Regression is a statistical and mathematical technique to find the relationship between two or more variables. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the...
29 Mars 20237min
AI Today Podcast: AI Glossary Series- Clustering, Cluster Analysis, K-Means, Gaussian Mixture Model
The idea of grouping similar types of data together is the main idea behind clustering. Clustering supports the goals of Unsupervised Learning which is finding patterns in data without requiring label...
24 Mars 202311min
