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 Maalis 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 Maalis 202311min
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 Train...
22 Maalis 20238min
AI Today Podcast: AI Glossary Series: Symbolic Systems & Expert Systems
Before this latest wave of AI where neural nets became the hottest algorithm of choice, an approach to machine learning that uses logic and constructs similar to the way that humans reason through pro...
17 Maalis 202314min
AI Today Podcast: AI Glossary Series – Random Forest and Boosted Trees
Sometimes for reasons such as improving performance or robustness it makes sense to create multiple decision trees and average the results to solve problems related to overfitting. Or, it makes sense ...
15 Maalis 20239min
AI Today Podcast: AI Glossary Series – Ensemble Models
Sometimes for reasons such as improving performance or robustness it makes sense to combine the results of multiple different models trained on the same data. In this episode of the AI Today podcast h...
10 Maalis 20237min
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 d...
8 Maalis 202310min
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 d...
3 Maalis 20238min
