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MACHINE LEARNING QUIZ

Arthur PELLEGRINI

Created on November 14, 2023

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Transcript

"Instead of trying to produce a programme to simulate the adult mind, why not rather try to produce one which simulates the child’s? If this were then subjected to an appropriate course of education one would obtain the adult brain."- Alan Turing

MACHINE LEARNING Quiz

Lancer

Question 1/5

Machine Learning Quiz

Who is credited with developing a self-learning program for playing checkers in the 1950s and coining the term "machine learning" ?

Alan Turing

Arthur Lee Samuel

John McCarthy

"In 1951, Alan Turing created the first chess-playing AI, pioneering the integration of artificial intelligence into strategic games."

Question 2/5

Machine Learning Quiz

What are the two cornerstones mentioned in the context of machine learning?

Training data and Test data

Algorithms and Models

Overfitting and Underfitting

"In the realm of machine learning, mathematics acts as a magic wand, turning equations into predictions and breathing life into artificial intelligence."

Question 3/5

Machine Learning Quiz

We monitor a weather forecast for a long time. We only consider days for which the forecast gives 80% chance of rain. You find that in the long run, on the average it rains on three out of every five days.

Forecast is Right

Cannot be concluded

Forecast is Wrong

"In machine learning, like weather forecasting, ensemble methods enhance accuracy by combining predictions from multiple models"

Question 4/5

Machine Learning Quiz

What is the formula for Precision in a confusion matrix, and how is it calculated based on the True Positives (TP) and False Positives (FP)?

"In machine learning, true positives signify accurate predictions, while managing false positives is key for precision"

Question 5/5

Machine Learning Quiz

What formula is utilized to compute entropy (H) in the context of decision trees?

"In machine learning, entropy measures information disorder. Lower entropy indicates a more ordered and pure dataset, guiding decision trees towards optimal splits for improved accuracy"

"AI is probably the most important thing humanity has ever worked on. I think of it as something more profound than electricity or fire" - Sundar Pichai, CEO of Google

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