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Crossword Puzzle
Crossword Puzzle

ML Concepts in Programming

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ML Concepts in Programming

Crossword Puzzle

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About this activity

Explore key ML concepts in programming.

Created by

Elsa Adriana Restrepo
Elsa Adriana Restrepo
Colombia

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ML Concepts in Programming
 

Crossword Puzzle

ML Concepts in ProgrammingOnline version

Explore key ML concepts in programming.

by Elsa Adriana Restrepo
1

A learned representation used to make predictions.

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Process of adjusting parameters to fit data.

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Collection of data samples used for learning.

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Measured properties used to describe samples.

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When a model captures noise instead of general patterns.

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Systematic error causing predictions to favor certain outcomes.

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Fluctuation of model predictions when trained on different data.

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Technique to prevent overly complex fits.

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QR

A field of artificial intelligence that .......... computers to learn ........ from data and make ........... or decisions without ....... explicitly programmed.

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The correct outputs the model is supposed to learn to predict (e.g., spam/not spam).

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QR

A set of rules or procedures a model follows to learn from data (e.g., decision trees, neural networks).

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A step to tune the model's parameters and avoid overfitting using a separate dataset.

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QR

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When a model is too simple and fails to learn important patterns from the data

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