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Apache Spark Deep Learning Essential Training

Offered By: LinkedIn Learning

Tags

Apache Spark Courses Deep Learning Courses Python Courses Databricks Courses Transfer Learning Courses Image Processing Courses

Course Description

Overview

Learn how to do deep learning with images on Apache Spark, using the Databricks deep learning library and Python.

Syllabus

Introduction
  • Apache Spark
  • What you should know before watching this course
  • Setting up a Databricks account
1. Introduction to Apache Spark
  • Apache Spark ecosystem
  • The origins of Spark and Databricks
2. Deep Learning
  • What is deep learning?
  • Using deep learning in Spark
  • Deep learning libraries
3. Working with Images in Spark
  • Setting up a Databricks environment
  • Working with images
4. Pretrained Models and Transfer Learning
  • Using pretrained models
  • What is transfer learning?
  • Transfer learning in action
  • Testing your new model
5. Using Models as SQL Functions
  • Deploying models as SQL functions
Conclusion
  • Future project ideas

Taught by

Jonathan Fernandes

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