Designing and Implementing a Data Science Solution on Azure — Question 4

You are developing deep learning models to analyze semi-structured, unstructured, and structured data types.
You have the following data available for model building:
✑ Video recordings of sporting events
✑ Transcripts of radio commentary about events
✑ Logs from related social media feeds captured during sporting events
You need to select an environment for creating the model.
Which environment should you use?

Answer options

Correct answer: A

Explanation

Azure Cognitive Services is designed for building AI models that can process various data types, including video and text. While Azure Data Lake Analytics and Azure HDInsight with Spark MLib can handle large datasets, they are not specifically tailored for deep learning model creation. Azure Machine Learning Studio is also a viable option, but Azure Cognitive Services provides more specialized tools for the types of data mentioned.