AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization

Jan 27, 2023

Hosts Kathleen Walch and Ron Schemlzer discuss the importance of understanding Prediction, Inference, and Generalization in AI. They explore how models make predictions, the significance of generalization for handling new data, and the interconnected concepts in machine learning.

10:45

Creator website

AI Summary

AI Chapters

Episode notes

Podcast summary created with Snipd AI

Quick takeaways

Prediction involves making predictions based on prior examples in machine learning systems.

Generalization focuses on a model's ability to generate accurate predictions on new data after training.

Deep dives

Prediction in Machine Learning

Prediction in machine learning involves making predictions about data, such as classification or regression tasks, based on prior examples provided to the machine learning system. The purpose of machine learning is to teach systems to make accurate predictions using algorithms that create models for new data.

Intro

3min

Exploring Prediction, Inference, and Generalization in Machine Learning

3min

Understanding Prediction, Inference, and Generalization in Machine Learning

4min

AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schemlzer define and discuss at a high level the terms Prediction, Inference, and Generalization, why it’s important to understand these terms, and how they fit into the overall picture of AI.

Show Notes:

FREE Intro to CPMAI mini course
CPMAI Training and Certification
AI Glossary
Glossary Series: Machine Learning, Algorithm, Model
Glossary Series: Classification & Classifier, Binary Classifier, Multiclass Classifier, Decision Boundary
Glossary Series: Regression, Linear Regression

Continue reading AI Today Podcast: AI Glossary Series – Prediction, Inference, and Generalization at Cognilytica.