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<title>Ask Ghassem - Recent questions in Machine Learning Interview Questions</title>
<link>https://ask.ghassem.com/questions/machine-learning-interview-questions</link>
<description>Powered by Question2Answer</description>
<item>
<title>Can we have multiple target values in a ML problem dataset for supervised learning?</title>
<link>https://ask.ghassem.com/989/multiple-target-values-problem-dataset-supervised-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/989/multiple-target-values-problem-dataset-supervised-learning</guid>
<pubDate>Sun, 30 May 2021 16:31:48 +0000</pubDate>
</item>
<item>
<title>What is human-in-the-loop machine learning system?</title>
<link>https://ask.ghassem.com/559/what-is-human-in-the-loop-machine-learning-system</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/559/what-is-human-in-the-loop-machine-learning-system</guid>
<pubDate>Sun, 13 Jan 2019 21:13:14 +0000</pubDate>
</item>
<item>
<title>What is the difference between a batch and an epoch in a Neural Network?</title>
<link>https://ask.ghassem.com/497/what-the-difference-between-batch-and-epoch-neural-network</link>
<description>Both of the batch size and number of epochs are integer values and seem to do the same thing in Stochastic gradient descent. What are these two hyper-parameters of this learning algorithm?</description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/497/what-the-difference-between-batch-and-epoch-neural-network</guid>
<pubDate>Tue, 30 Oct 2018 14:45:56 +0000</pubDate>
</item>
<item>
<title>What is residual in the context of linear regression?</title>
<link>https://ask.ghassem.com/484/what-is-residual-in-the-context-of-linear-regression</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/484/what-is-residual-in-the-context-of-linear-regression</guid>
<pubDate>Tue, 30 Oct 2018 11:25:42 +0000</pubDate>
</item>
<item>
<title>What is k-means algorithm and how can we select K for it?</title>
<link>https://ask.ghassem.com/394/what-is-k-means-algorithm-and-how-can-we-select-k-for-it</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/394/what-is-k-means-algorithm-and-how-can-we-select-k-for-it</guid>
<pubDate>Mon, 15 Oct 2018 05:49:41 +0000</pubDate>
</item>
<item>
<title>Explain the Recommender Systems and give an example?</title>
<link>https://ask.ghassem.com/393/explain-the-recommender-systems-and-give-an-example</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/393/explain-the-recommender-systems-and-give-an-example</guid>
<pubDate>Mon, 15 Oct 2018 05:47:14 +0000</pubDate>
</item>
<item>
<title>Why do we need big data to train Deep Neural Networks?</title>
<link>https://ask.ghassem.com/300/why-do-we-need-big-data-to-train-deep-neural-networks</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/300/why-do-we-need-big-data-to-train-deep-neural-networks</guid>
<pubDate>Mon, 08 Oct 2018 12:15:46 +0000</pubDate>
</item>
<item>
<title>Why might it be preferable to include fewer features (predictors) over many?</title>
<link>https://ask.ghassem.com/299/might-preferable-include-fewer-features-predictors-over-many</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/299/might-preferable-include-fewer-features-predictors-over-many</guid>
<pubDate>Mon, 08 Oct 2018 12:13:01 +0000</pubDate>
</item>
<item>
<title>What are Training set, Validation set, Test set, and Gold set in supervised and unsupervised machine learning?</title>
<link>https://ask.ghassem.com/294/training-validation-supervised-unsupervised-machine-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/294/training-validation-supervised-unsupervised-machine-learning</guid>
<pubDate>Mon, 08 Oct 2018 11:48:29 +0000</pubDate>
</item>
<item>
<title>What is the goal of Feature Extraction and Feature Engineering in machine learning?</title>
<link>https://ask.ghassem.com/293/feature-extraction-feature-engineering-machine-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/293/feature-extraction-feature-engineering-machine-learning</guid>
<pubDate>Mon, 08 Oct 2018 11:45:45 +0000</pubDate>
</item>
<item>
<title>What are the most important machine learning algorithms?</title>
<link>https://ask.ghassem.com/292/what-are-the-most-important-machine-learning-algorithms</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/292/what-are-the-most-important-machine-learning-algorithms</guid>
<pubDate>Mon, 08 Oct 2018 11:43:59 +0000</pubDate>
</item>
<item>
<title>Explain Cross-validation and why should we use it in Machine Learning?</title>
<link>https://ask.ghassem.com/180/explain-cross-validation-and-why-should-use-machine-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/180/explain-cross-validation-and-why-should-use-machine-learning</guid>
<pubDate>Fri, 28 Sep 2018 15:44:58 +0000</pubDate>
</item>
<item>
<title>What is the difference between overfitting and underfitting in Machine Learning?</title>
<link>https://ask.ghassem.com/174/difference-between-overfitting-underfitting-machine-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/174/difference-between-overfitting-underfitting-machine-learning</guid>
<pubDate>Fri, 28 Sep 2018 14:51:58 +0000</pubDate>
</item>
<item>
<title>What is Bayes’ Theorem? How is it useful in machine learning? Where should we use it?</title>
<link>https://ask.ghassem.com/165/what-bayes-theorem-how-useful-machine-learning-where-should</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/165/what-bayes-theorem-how-useful-machine-learning-where-should</guid>
<pubDate>Thu, 27 Sep 2018 05:27:55 +0000</pubDate>
</item>
<item>
<title>How does an ROC curve works?</title>
<link>https://ask.ghassem.com/164/how-does-an-roc-curve-works</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/164/how-does-an-roc-curve-works</guid>
<pubDate>Thu, 27 Sep 2018 05:26:13 +0000</pubDate>
</item>
<item>
<title>How is KNN different from k-means clustering?</title>
<link>https://ask.ghassem.com/163/how-is-knn-different-from-k-means-clustering</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/163/how-is-knn-different-from-k-means-clustering</guid>
<pubDate>Thu, 27 Sep 2018 05:25:34 +0000</pubDate>
</item>
<item>
<title>What is the difference between supervised and unsupervised machine learning?</title>
<link>https://ask.ghassem.com/162/difference-between-supervised-unsupervised-machine-learning</link>
<description></description>
<category>Machine Learning Interview Questions</category>
<guid isPermaLink="true">https://ask.ghassem.com/162/difference-between-supervised-unsupervised-machine-learning</guid>
<pubDate>Thu, 27 Sep 2018 05:24:53 +0000</pubDate>
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