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Exam DP-100 topic 2 question 15 discussion

Actual exam question from Microsoft's DP-100
Question #: 15
Topic #: 2
[All DP-100 Questions]

DRAG DROP -
You configure a Deep Learning Virtual Machine for Windows.
You need to recommend tools and frameworks to perform the following:
✑ Build deep neural network (DNN) models
✑ Perform interactive data exploration and visualization
Which tools and frameworks should you recommend? To answer, drag the appropriate tools to the correct tasks. Each tool may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Select and Place:

Show Suggested Answer Hide Answer
Suggested Answer:
Box 1: Vowpal Wabbit -
Use the Train Vowpal Wabbit Version 8 module in Azure Machine Learning Studio (classic), to create a machine learning model by using Vowpal Wabbit.

Box 2: PowerBI Desktop -
Power BI Desktop is a powerful visual data exploration and interactive reporting tool
BI is a name given to a modern approach to business decision making in which users are empowered to find, explore, and share insights from data across the enterprise.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/train-vowpal-wabbit-version-8-model https://docs.microsoft.com/en-us/azure/architecture/data-guide/scenarios/interactive-data-exploration

Comments

Chosen Answer:
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jameswoo
Highly Voted 4 years ago
I think it should be Microsoft Cognitive Kit for DNN.
upvoted 33 times
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sakshi239
Highly Voted 4 years ago
It should be Microsoft Cognitive Kit. Vowpal Wabbit is for Machine Learning.
upvoted 10 times
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NullVoider_0
Most Recent 5 months, 1 week ago
For building DNN models we should use Microsoft Cognitive tool kit, not Vowpal Wabbit. Vowpal Wabbit: While it's a fast machine learning system, it's more focused on online learning scenarios and may not be as comprehensive as CNTK for building complex DNN models.
upvoted 2 times
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phdykd
1 year, 3 months ago
For building deep neural network (DNN) models: Microsoft Cognitive Toolkit (CNTK) For interactive data exploration and visualization: PowerBI Desktop
upvoted 5 times
phydev
10 months ago
Yes, ChatGPT agrees.
upvoted 1 times
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JTWang
2 years, 1 month ago
CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, convolutional neural networks (CNNs) and recurrent neural networks (RNNs/LSTMs). CNTK implements stochastic gradient descent (SGD, error backpropagation) learning with automatic differentiation and parallelization across multiple GPUs and servers https://docs.microsoft.com/en-us/cognitive-toolkit/
upvoted 3 times
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ashii007
2 years, 4 months ago
this question is based on outdated topic. Cognitive toolkit is being retired and DSVMs are recommended way to go.
upvoted 3 times
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RyanTsai
2 years, 7 months ago
agree: Microsoft Conginitive Kit
upvoted 3 times
viplov
2 years, 4 months ago
abe chup saale
upvoted 3 times
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Akki0120
2 years, 10 months ago
If anyone wants all questions ping me 9403778084
upvoted 3 times
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azurecert2021
2 years, 10 months ago
yes Microsoft Cognitive TooKit for DNN.
upvoted 2 times
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sayak17
3 years, 5 months ago
I will go with microsoft cognitive toolkit for DNN https://docs.microsoft.com/en-us/cognitive-toolkit/examples#c-examples
upvoted 6 times
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ARC
3 years, 8 months ago
Microsoft Conginitive Kit fits better for DNN
upvoted 2 times
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amigi
3 years, 8 months ago
Vowpal Wabbit can also be used for Neural Networks: https://stackoverflow.com/questions/33441183/vowpal-wabbit-input-of-neural-network But it seems that only for nn with 1 hidden layer
upvoted 1 times
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jkuz
3 years, 9 months ago
https://docs.microsoft.com/en-us/cognitive-toolkit/ "CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, "
upvoted 3 times
Parzival
3 years, 8 months ago
I just also that.
upvoted 1 times
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kukushka
3 years, 10 months ago
The link is wrong here is correct one - https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/train-vowpal-wabbit-version-8-model
upvoted 3 times
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