You are designing a solution for a company. The solution will use model training for objective classification.
You need to design the solution.
What should you recommend?
You are designing a solution for a company. The solution will use model training for objective classification.
You need to design the solution.
What should you recommend?
To design a solution for model training and objective classification, you should use Spark MLlib. Apache Spark MLlib provides various utilities and algorithms specifically geared toward machine learning tasks, including classification, which is directly applicable to this scenario. Azure Cognitive Services, while powerful, offers pre-trained models that may not be suitable for custom model training required for this task. Power BI models and Spark Streaming jobs are not primarily designed for machine learning model training. Thus, a Spark application using Spark MLlib is the most appropriate choice.
ooops... the correct is Spark ML Lib
one observation: the correct is Apache ML Lib
The Computer Vision API in Cognitive Services can do this too, but it's out of scope for this exam.
Why not use Cognitive Services ? it is built to achieve such classification tasks, is'nt it ?
It says model training, if you need to do model training cognitive services are not the correct solutions. They are already trained. The question refers to a custom scenario.
Cognitive services.. it's possibile train model with Custom Vision API
Cognitive services.. it's possibile train model with Custom Vision API
For training model this is Spark MLlib that contains ML models for spark. Cognitive services is not for training a new model but to use some existing pretrained models.
appropriate answer is E Reference: https://docs.microsoft.com/en-us/azure/hdinsight/spark/apache-spark-machine-learning-mllib-ipython
It is for model training hence Spark ML Lib
E. a Spark application that uses Spark MLib. is correct answer
Spark Mlib should be the correct answer
Cognitive services.. it's possibile train model with Custom Vision API
Model training so Machine Learning is what should come into mind E is the answer
the keyword is Machine Learning "objective classification" to choose the ans choice Spark ML Lib
A. an Azure Cognitive Services application
one observation: the correct is Apache ML Lib