Future project ideas - Spark DataFrames教程

内容

• Introduction Introduction

  • Apache Spark

    41 秒
  • What you should know before watching this course

    1 分钟 2 秒
  • Setting up a Databricks account

    1 分钟 2 秒
• 1. Introduction to Apache Spark 1. Introduction to Apache Spark

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    Apache Spark ecosystem

    3 分钟 32 秒
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    The origins of Spark and Databricks

    2 分钟 39 秒
• 2. Deep Learning 2. Deep Learning

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    What is deep learning?

    5 分钟 41 秒
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    Using deep learning in Spark

    1 分钟 45 秒
  • Deep learning libraries

    2 分钟 1 秒
• 3. Working with Images in Spark 3. Working with Images in Spark

  • Setting up a Databricks environment

    2 分钟 29 秒
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    Working with images

    2 分钟 51 秒
• 4. Pretrained Models and Transfer Learning 4. Pretrained Models and Transfer Learning

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    Using pretrained models

    3 分钟 59 秒
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    What is transfer learning?

    1 分钟 36 秒
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    Transfer learning in action

    6 分钟 18 秒
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    Testing your new model

    2 分钟 42 秒
• 5. Using Models as SQL Functions 5. Using Models as SQL Functions

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    Deploying models as SQL functions

    3 分钟 26 秒
• Conclusion Conclusion

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    Future project ideas

    48 秒