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What role does model monitoring play in understanding AI decision-making?

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שאלה #132116

		It obscures the workings of AI models
		It is irrelevant to understanding AI models
done		It ensures accountability and transparency of AI systems
		It creates biases in AI predictions

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מיין לפי דירוג חדש ישן

What is AutoML primarily aimed at automating?

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שאלה #132133

mood		Decision-making processes in data science projects
		Human interaction with AI systems
		Interpretability of machine learning models

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מיין לפי דירוג חדש ישן

In the current paradigm of machine learning development, without using AutoML, what role do humans play in instructing the machine learning process?

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שאלה #132135

		Humans have no involvement in the machine learning process.
		Humans directly provide instructions to the machine learning model.
done		Humans indirectly guide the machine learning process by training the model on a dataset, evaluating its performance, and refining the pipeline iteratively.

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מיין לפי דירוג חדש ישן

Why is developing machine learning applications considered time-consuming and challenging in relation to the past?

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שאלה #132137

		Because machine learning basics are difficult to understand.
		Because achieving state-of-the-art performance is straightforward.
		Because design decisions in machine learning require little expertise.
done		Because making design decisions is often non-intuitive and error-prone, requiring a lot of expertise, making the process tedious and time-consuming. Achieving state-of-the-art performance is quite hard.

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מיין לפי דירוג חדש ישן

Which level of AutoML involves using high-level algorithm APIs such as Sklearn, Keras, Pandas, H2O, and XGBoost?

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שאלה #132140

		Level 0
done		Level 1
		Level 2
		Level 3
		Level 4
		Level 5

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מיין לפי דירוג חדש ישן

Which level of AutoML involves automatic hyperparameter tuning and ensembling, along with basic model selection?

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שאלה #132141

		Level 0
		Level 1
done		Level 2
		Level 3
		Level 4
		Level 5

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מיין לפי דירוג חדש ישן

In terms of AutoML, at which level does automatic (technical) feature engineering and feature selection, along with technical data augmentation and GUI, become available?

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שאלה #132143

		Level 0
		Level 1
		Level 2
mood		Level 3
		Level 4
		Level 5

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מיין לפי דירוג חדש ישן

At which level of AutoML does full ML automation occur, allowing for the generation of super-human strategies for solving hard ML problems without any input or guidance?

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שאלה #132144

		Level 0
		Level 1
		Level 2
		Level 3
		Level 4
done		Level 5

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מיין לפי דירוג חדש ישן

In the context of AutoML, where are the current tools on the market positioned in terms of the six levels of AutoML?

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שאלה #132145

		Between levels 0 and 1
		Between levels 1 and 2
sentiment_very_satisfied		Between levels 2 and 3
		Between levels 3 and 4

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מיין לפי דירוג חדש ישן

In which level of AutoML are complex features that are domain-dependent typically found?

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שאלה #132146

		Level 0
		Level 1
		Level 2
		Level 3
done		Level 4
		Level 5

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מיין לפי דירוג חדש ישן

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