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 Mar 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 Mar 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 Mar 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 Mar 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 Mar 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 Mar 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 Mar 20238min
AI Today Podcast: AI Glossary Series: K-Nearest Neighbor and Lazy Learning
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...
1 Mar 20238min
