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

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.

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Published via Towards AI