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Answers by sharadyadav1986
0
votes
What is data augmentation? Can you give some examples?
answered
Jun 10, 2023
in
Machine Learning
data-augmentation
0
votes
Can you explain the differences between supervised, unsupervised, and reinforcement learning?
answered
Jun 10, 2023
in
Machine Learning
reinforcementlearning
0
votes
What is an imbalanced dataset? Can you list some ways to deal with it?
answered
Jun 10, 2023
in
Machine Learning
imbalanced-dataset
0
votes
Why do ensembles typically have higher scores than individual models?
answered
Jun 10, 2023
in
Machine Learning
ensemblesmodels
0
votes
What is stratified cross-validation and when should we use it?
answered
Jun 10, 2023
in
Machine Learning
cross-validation
0
votes
Why do we need a validation set and test set? What is the difference between them?
answered
Jun 10, 2023
in
Machine Learning
data-validation
0
votes
Why would you use many small convolutional kernels such as 3x3 rather than a few large ones?
answered
Jun 10, 2023
in
Machine Learning
convolutionalkernels
0
votes
What is batch normalization and why does it work?
answered
Jun 10, 2023
in
Machine Learning
batchnormalization
0
votes
What is the significance of Residual Networks?
answered
Jun 10, 2023
in
Machine Learning
residualnetworks
0
votes
Why do segmentation CNNs typically have an encoder-decoder style / structure?
answered
Jun 10, 2023
in
Machine Learning
cnn-encoder-decoder
0
votes
Why do we have max-pooling in classification CNNs?
answered
Jun 10, 2023
in
Machine Learning
cnn-classification
0
votes
What makes CNNs translation invariant?
answered
Jun 10, 2023
in
Machine Learning
cnnstranslation-invariant
0
votes
Why do we use convolutions for images rather than just FC layers?
answered
Jun 10, 2023
in
Machine Learning
convolutions
machinelearning
0
votes
What Is Data Normalization, and Why Do We Need It?
answered
Jun 10, 2023
in
Deep Learning
data-normalization
deep-learning-normalization
0
votes
How to Reverse a bitstring.
answered
Jun 10, 2023
in
Machine Learning
reverseabitstring
0
votes
How does CBIR work?
answered
Jun 10, 2023
in
Machine Learning
cbir
0
votes
How would you remove outliers when trying to estimate a flat plane from noisy samples?
answered
Jun 10, 2023
in
Machine Learning
machinelearning
0
votes
Given stride S and kernel sizes for each layer of a (1-dimensional) CNN, create a function to compute the receptive field of a particular node in the network.
answered
Jun 10, 2023
in
Machine Learning
cnn
machinelearning
0
votes
Why is ReLU better and more often used than Sigmoid in Neural Networks?
answered
Jun 10, 2023
in
Machine Learning
sigmoid
neuralnetworks
0
votes
What is regularization, why do we use it, and give some examples of common methods?
answered
Jun 10, 2023
in
Machine Learning
what
is
regularization
why
do
we
use
it
and
give
some
examples
of
common
methods
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