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Preparing for the AWS Certified Machine Learning – Specialty Exam: Key Concepts and Tools

Earning the AWS Certified Machine Learning – Specialty certification requires a solid understanding of various machine learning concepts, tools, and AWS services. Here are some of the key topics and resources that helped me prepare for the exam.

What is classifier?

In Amazon SageMaker, a classifier is a type of machine learning model that categorizes or classifies data into distinct classes or categories based on input features. Here are the key concepts related to classifiers and the metrics used to evaluate them:

Key Metrics for Classifiers

  1. Accuracy:
@sudheerExperiments
sudheerExperiments / jupyter_shortcuts.md
Created March 6, 2019 02:14 — forked from kidpixo/jupyter_shortcuts.md
Keyboard shortcuts for ipython notebook 3.1.0 / jupyter

Toc

Keyboard shortcuts

The IPython Notebook has two different keyboard input modes. Edit mode allows you to type code/text into a cell and is indicated by a green cell border. Command mode binds the keyboard to notebook level actions and is indicated by a grey cell border.

MacOS modifier keys:

  • ⌘ : Command
@sudheerExperiments
sudheerExperiments / jupyter_shortcuts.md
Created March 6, 2019 02:14 — forked from kidpixo/jupyter_shortcuts.md
Keyboard shortcuts for ipython notebook 3.1.0 / jupyter

Toc

Keyboard shortcuts

The IPython Notebook has two different keyboard input modes. Edit mode allows you to type code/text into a cell and is indicated by a green cell border. Command mode binds the keyboard to notebook level actions and is indicated by a grey cell border.

MacOS modifier keys:

  • ⌘ : Command