Spark Learning Resources

Spark_Learning_Resources.md

Spark Learning Resources

Use this list of URLs to learn about Apache Spark. This list is not final - it will be regularly updated.

Spark Architecture:

1. https://towardsdatascience.com/getting-started-with-apache-spark-ad9d59e71f6f
2. https://intellipaat.com/blog/tutorial/spark-tutorial/spark-architecture/
3. https://www.edureka.co/blog/spark-architecture/
4. https://www.dezyre.com/article/apache-spark-architecture-explained-in-detail/338
5. https://data-flair.training/blogs/spark-tutorials-home/

RDDs, DataFrames and DatSets:

1. https://databricks.com/blog/2016/07/14/a-tale-of-three-apache-spark-apis-rdds-dataframes-and-datasets.html
2. https://medium.com/@chris_bour/6-differences-between-pandas-and-spark-dataframes-1380cec394d2
3. https://data-flair.training/blogs/apache-spark-rdd-vs-dataframe-vs-dataset/

Spark SQL:

1. https://www.tutorialspoint.com/spark_sql/index.htm
2. https://www.edureka.co/blog/spark-sql-tutorial/
3. https://opensource.com/article/19/3/apache-spark-and-dataframes-tutorial
4. https://data-flair.training/blogs/spark-sql-tutorial/

PySpark:

1. https://www.guru99.com/pyspark-tutorial.html
2. https://www.edureka.co/blog/pyspark-tutorial/