The difference between Machine Learning vs. Statistics

The difference between Machine Learning vs. Statistics

In this post, you

The difference between machine learning and statistics has been the subject of long-running debate. A debate so contentious at times, that it has even become the subject of memes.

Some say that machine learning is just glorified statistics, rebranded for the age of big data and faster computing. Others say that they’re completely unrelated, so much so that you don’t even need to understand statistics to perform machine learning tasks.

So who’s right? As you can imagine, the reality falls somewhere between these two extremes.

The goal of this blog is to:

  • Define statistics and machine learning.
  • Explain how each discipline related to the other.

machine learning statistics

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