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✨ Spark + Bigtop
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groda authored Oct 21, 2024
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Expand Up @@ -12,8 +12,12 @@ Explore a variety of tutorials and interactive demonstrations focused on Big Dat

## Running Apache Spark in Standalone Mode
- **[Hadoop_Setting_up_Spark_Standalone_on_Google_Colab.ipynb](Hadoop_Setting_up_Spark_Standalone_on_Google_Colab.ipynb)** <a target="_blank" href="https://colab.research.google.com/github/groda/big_data/blob/master/Hadoop_Setting_up_Spark_Standalone_on_Google_Colab.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> <a target="_blank" href="https://nbviewer.org/github/groda/big_data/blob/master/Hadoop_Setting_up_Spark_Standalone_on_Google_Colab.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render in nbviewer"></a> Set up a single-node Spark server on Google Colab and estimate „π“ with a Montecarlo method
- **[Setting_up_Spark_Standalone_on_Google_Colab_BigtopEdition.ipynb](Setting_up_Spark_Standalone_on_Google_Colab_BigtopEdition.ipynb)** <a target="_blank" href="https://colab.research.google.com/github/groda/big_data/blob/master/Setting_up_Spark_Standalone_on_Google_Colab_BigtopEdition.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> <a target="_blank" href="https://nbviewer.org/github/groda/big_data/blob/master/Setting_up_Spark_Standalone_on_Google_Colab_BigtopEdition.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render in nbviewer"></a> Set up a single-node Spark server on Google Colab using the Bigtop distribution and utilities, estimate „π“ with a Montecarlo method and run another Java ML example. ![recently updated](https://github.com/groda/big_data/blob/master/updated.gif?raw=true)
- **[Run_Spark_on_Google_Colab.ipynb](Run_Spark_on_Google_Colab.ipynb)** <a target="_blank" href="https://colab.research.google.com/github/groda/big_data/blob/master/Run_Spark_on_Google_Colab.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> <a target="_blank" href="https://nbviewer.org/github/groda/big_data/blob/master/Run_Spark_on_Google_Colab.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render in nbviewer"></a> Set up a single-node standalone Spark server on Google Colab including Web UI and History Server - compact version ![recently updated](https://github.com/groda/big_data/blob/master/updated.gif?raw=true)
- **[Spark_Standalone_Architecture_on_Google_Colab.ipynb](Spark_Standalone_Architecture_on_Google_Colab.ipynb)** <a target="_blank" href="https://colab.research.google.com/github/groda/big_data/blob/master/Spark_Standalone_Architecture_on_Google_Colab.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> <a target="_blank" href="https://nbviewer.org/github/groda/big_data/blob/master/Spark_Standalone_Architecture_on_Google_Colab.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render in nbviewer"></a> Explore the Spark architecture through the immersive experience of deploying a standalone setup. ![recently updated](https://github.com/groda/big_data/blob/master/updated.gif?raw=true)



- **[PySpark_On_Google_Colab.ipynb](PySpark_On_Google_Colab.ipynb)** <a target="_blank" href="https://colab.research.google.com/github/groda/big_data/blob/master/PySparkOnColab.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> <a target="_blank" href="https://nbviewer.org/github/groda/big_data/blob/master/PySpark_On_Google_Colab.ipynb"><img src="https://raw.githubusercontent.com/jupyter/design/master/logos/Badges/nbviewer_badge.svg" alt="Render in nbviewer"></a> Explore the inner workings of PySpark on Google Colab ![recently updated](https://github.com/groda/big_data/blob/master/updated.gif?raw=true)

## MapReduce Tutorials
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