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DP-100 · Question #82

You plan to create a speech recognition deep learning model. The model must support the latest version of Python. You need to recommend a deep learning framework for speech recognition to include in…

The correct answer is B. Tensorflow. TensorFlow is a leading open-source deep learning framework developed by Google that natively supports speech recognition tasks (e.g., via its audio processing and sequence modeling capabilities) and maintains active compatibility with the latest Python versions. Apache Drill…

Design and prepare a machine learning solution

Question

You plan to create a speech recognition deep learning model. The model must support the latest version of Python. You need to recommend a deep learning framework for speech recognition to include in the Data Science Virtual Machine (DSVM). What should you recommend?

Options

  • AApache Drill
  • BTensorflow
  • CRattle
  • DWeka

How the community answered

(31 responses)
  • A
    3% (1)
  • B
    94% (29)
  • C
    3% (1)

Explanation

TensorFlow is a leading open-source deep learning framework developed by Google that natively supports speech recognition tasks (e.g., via its audio processing and sequence modeling capabilities) and maintains active compatibility with the latest Python versions. Apache Drill is a distributed SQL query engine for big data, not a deep learning framework. Rattle is an R-based GUI for data mining. Weka is a Java-based machine learning toolkit. TensorFlow is also pre-installed on the Azure DSVM, making it the correct recommendation.

Topics

#Deep Learning Frameworks#Speech Recognition#Azure DSVM

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