Working with images - Spark DataFrames Tutorial

Contents

• Introduction Introduction

  • Apache Spark

    41s
  • What you should know before watching this course

    1m 2s
  • Setting up a Databricks account

    1m 2s
• 1. Introduction to Apache Spark 1. Introduction to Apache Spark

  • Apache Spark ecosystem

    3m 32s
  • The origins of Spark and Databricks

    2m 39s
• 2. Deep Learning 2. Deep Learning

  • What is deep learning?

    5m 41s
  • Using deep learning in Spark

    1m 45s
  • Deep learning libraries

    2m 1s
• 3. Working with Images in Spark 3. Working with Images in Spark

  • Setting up a Databricks environment

    2m 29s
  • Working with images

    2m 51s
• 4. Pretrained Models and Transfer Learning 4. Pretrained Models and Transfer Learning

  • Using pretrained models

    3m 59s
  • What is transfer learning?

    1m 36s
  • Transfer learning in action

    6m 18s
  • Testing your new model

    2m 42s
• 5. Using Models as SQL Functions 5. Using Models as SQL Functions

  • Deploying models as SQL functions

    3m 26s
• Conclusion Conclusion

  • Future project ideas

    48s