Overview
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Learn how to do deep learning with images on Apache Spark, using the Databricks deep learning library and Python.
Syllabus
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Introduction
- Apache Spark
- What you should know before watching this course
- Setting up a Databricks account
- Apache Spark ecosystem
- The origins of Spark and Databricks
- What is deep learning?
- Using deep learning in Spark
- Deep learning libraries
- Setting up a Databricks environment
- Working with images
- Using pretrained models
- What is transfer learning?
- Transfer learning in action
- Testing your new model
- Deploying models as SQL functions
- Future project ideas
