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Recent questions and answers in Machine Learning Interview Questions
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0 votes
1
1 answer
734
734 views
Can we have multiple target values in a ML problem dataset for supervised learning?
tofighi
116k
points
73
79
101
answered
Jun 11, 2021
Machine Learning Interview Questions
machine-learning
supervised-learning
+
–
1
1 vote
1
1 answer
865
865 views
What is human-in-the-loop machine learning system?
tofighi
116k
points
73
79
101
answered
Feb 13, 2019
Machine Learning Interview Questions
machine-learning
interview
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–
1
1 vote
1
answers
1 answer
3.6k
3.6k views
What is the difference between a batch and an epoch in a Neural Network?
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 l...
tofighi
116k
points
73
79
101
answered
Oct 31, 2018
Machine Learning Interview Questions
machine-learning
deep-learning
stochastic-gradient-descent
batch
epoch
interview
hyper-parameter
ml-final
ai-final
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–
0
0 votes
1
1 answer
1.2k
1.2k views
What is residual in the context of linear regression?
askds
500
points
6
6
9
answered
Oct 30, 2018
Machine Learning Interview Questions
linear-regression
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3
3 votes
1
1 answer
926
926 views
What is the difference between supervised and unsupervised machine learning?
wxeshetu
400
points
5
5
8
answered
Oct 29, 2018
Machine Learning Interview Questions
supervised-learning
unsupervised-learning
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–
2
2 votes
1
1 answer
907
907 views
What is k-means algorithm and how can we select K for it?
DavidS
200
points
2
2
4
answered
Oct 17, 2018
Machine Learning Interview Questions
k-means
data-science
clustering
machine-learning
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2
2 votes
0
0 answers
598
598 views
Explain the Recommender Systems and give an example?
datascience
1.1k
points
9
11
19
asked
Oct 15, 2018
Machine Learning Interview Questions
recommender-system
data-science
machine-learning
interview
+
–
1
1 vote
0
0 answers
339
339 views
Why do we need big data to train Deep Neural Networks?
interview
1.4k
points
11
19
23
asked
Oct 8, 2018
Machine Learning Interview Questions
deep-learning
machine-learning
big-data
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1
1 vote
0
0 answers
389
389 views
Why might it be preferable to include fewer features (predictors) over many?
interview
1.4k
points
11
19
23
asked
Oct 8, 2018
Machine Learning Interview Questions
machine-learning
feature-engineering
feature-selection
feature-reduction
overfitting
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1
1 vote
0
0 answers
1.1k
1.1k views
What are Training set, Validation set, Test set, and Gold set in supervised and unsupervised machine learning?
interview
1.4k
points
11
19
23
asked
Oct 8, 2018
Machine Learning Interview Questions
machine-learning
classification
training-set
test-set
validation-set
gold-set
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–
1
1 vote
0
0 answers
459
459 views
What is the goal of Feature Extraction and Feature Engineering in machine learning?
interview
1.4k
points
11
19
23
asked
Oct 8, 2018
Machine Learning Interview Questions
machine-learning
feature-extraction
feature-engineering
+
–
1
1 vote
0
0 answers
378
378 views
What are the most important machine learning algorithms?
interview
1.4k
points
11
19
23
asked
Oct 8, 2018
Machine Learning Interview Questions
machine-learning
classification
algorithm
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–
2
2 votes
0
0 answers
510
510 views
Explain Cross-validation and why should we use it in Machine Learning?
datascience
1.1k
points
9
11
19
asked
Sep 28, 2018
Machine Learning Interview Questions
machine-learning
cross-validation
overfitting
classification
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–
2
2 votes
0
0 answers
907
907 views
What is the difference between overfitting and underfitting in Machine Learning?
datascience
1.1k
points
9
11
19
asked
Sep 28, 2018
Machine Learning Interview Questions
machine-learning
overfitting
underfitting
+
–
4
4 votes
0
0 answers
503
503 views
What is Bayes’ Theorem? How is it useful in machine learning? Where should we use it?
datascience
1.1k
points
9
11
19
asked
Sep 27, 2018
Machine Learning Interview Questions
bayes-theorem
machine-learning
classification
naiver
naive-bayes
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–
3
3 votes
0
0 answers
441
441 views
How does an ROC curve works?
datascience
1.1k
points
9
11
19
asked
Sep 27, 2018
Machine Learning Interview Questions
roc
machine-learning
+
–
3
3 votes
0
0 answers
532
532 views
How is KNN different from k-means clustering?
datascience
1.1k
points
9
11
19
asked
Sep 27, 2018
Machine Learning Interview Questions
knn
k-means
+
–
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