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GTC ON-DEMAND

Presentation
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Abstract:

Many data scientists use Anaconda and Python to increase their productivity, but don't realize they can leverage these technologies for scalable analysis. We'll survey the landscape of Python tools that empower data scientists to take their work to the next level, harnessing the growing computing capability of GPUs and clusters. We'll show the power of Python to drive distributed computation with Spark and Dask, execute large-scale machine learning with TensorFlow, and visualize large datasets right in the web browser.

Many data scientists use Anaconda and Python to increase their productivity, but don't realize they can leverage these technologies for scalable analysis. We'll survey the landscape of Python tools that empower data scientists to take their work to the next level, harnessing the growing computing capability of GPUs and clusters. We'll show the power of Python to drive distributed computation with Spark and Dask, execute large-scale machine learning with TensorFlow, and visualize large datasets right in the web browser.

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Topics:
Artificial Intelligence and Deep Learning, Tools & Libraries
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7785
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