Towards AI Can Help your Team Adopt AI: Corporate Training, Consulting, and Talent Solutions.

Publication

Mastering the Fundamentals: Differences Between Sample, Batch, Iteration, And Epoch
Latest   Machine Learning

Mastering the Fundamentals: Differences Between Sample, Batch, Iteration, And Epoch

Last Updated on July 17, 2023 by Editorial Team

Author(s): Clément Delteil

Originally published on Towards AI.

A Beginner’s Guide to Mastering the Fundamentals of Machine Learning


Photo by Robert Ruggiero on Unsplash

When you are new to Machine Learning, it is common to get overwhelmed with information. There are so many different models, and types of learning, and the scientific literature is quite prolific these days so it gets even worse!

As a reminder, when we talk about Machine Learning, we refer to

The field of study that gives computers the ability to learn without being explicitly programmed — Arthur Samuel

It breaks down into many other subcategories ranging from supervised learning to clustering, etc. But today, the concepts we will talk about are rather frequently used in Deep Learning.

So,… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI

Feedback ↓