LIN | Apache Spark Deep Learning Essential Training (2019 EN)

Company: Linkedin Learning
Author: Jonathan Fernandes
Full Title: Apache Spark Deep Learning Essential Training
Year: 2019
Language: English
Genre: Educational: Big data
Skill Level: Intermediate
Price: €34.99
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Files: MP4 (+ Exercise Files, Subtitles .SRT)
Time: 00:42:32
Video: AVC, 1280 x 720 (1.778) at 30.000 fps, 200 kbps
Audio: AAC at 128 Kbps, 2 channels, 48.0 KHz



Apache Spark is widely considered to be the top platform for professionals needing to glean more comprehensive insights from their data. In this course, explore one of the most exciting aspects of this big data platform—its ability to do deep learning with images. Before he fully delves into deep learning on Spark using Python, instructor Jonathan Fernandes goes over the different ways to do deep learning in Spark, as well as key libraries currently available. He then shows how to set up your Spark deep learning environment, work with images in Spark using the Databricks deep learning library, use a pre-trained model and transfer learning, and deploy models as SQL functions.


Topics include:
01. Components in the Apache Spark ecosystem
02. What is deep learning?
03. Using deep learning in Spark
04. Working with images in Spark
05. Using pre-trained models
06. Testing your model
07. Deploying models as SQL functions

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