Udemy - Apache Spark with Python - Big Data with PySpark and Spark [Course Drive]

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Apache Spark with Python - Big Data with PySpark and Spark Apache Spark with Python - Big Data with PySpark and Spark 7. Running Spark in a Cluster

3. Run Spark Application on Amazon EMR (ElasticMapReduce) cluster.mp4 (28.8 MB)
1. Introduction to Running Spark in a Cluster.mp4 (6.3 MB)
2. Spark-submit.mp4 (4.5 MB)
4. Extra Learning Material Avoid These Mistakes While Writing Apache Spark Program.html (0.4 KB)

1. Get Started with Apache Spark

1. Course Overview.mp4 (11.8 MB)
1.1 Apache-Spark-Python-Slides.pdf.pdf (5.5 MB)
2. Introduction to Spark.mp4 (3.6 MB)
3. Install Java and Git.mp4 (15.8 MB)
4. Git URL.html (0.2 KB)
5. Set up Spark.mp4 (27.0 MB)
6. Winutils URL.html (0.4 KB)
7. Run our first Spark job.mp4 (8.8 MB)

2. RDD

1. RDD Basics.mp4 (3.8 MB)
2. Create RDDs.mp4 (3.8 MB)
3. Spark Data Sources.html (0.6 KB)
4. Map and Filter Transformation.mp4 (16.5 MB)
5. Solution to Airports by Latitude Problem.mp4 (3.4 MB)
6. FlatMap Transformation.mp4 (5.8 MB)
7. Set Operations.mp4 (15.1 MB)
8. Sampling with Replacement and Sampling without Replacement.html (0.4 KB)
9. Solution for the Same Hosts Problem.mp4 (3.3 MB)
10. Actions.mp4 (12.9 MB)
11. Solution to Sum of Numbers Problem.mp4 (3.6 MB)
12. Important Aspects about RDD.mp4 (2.5 MB)
13. Summary of RDD Operations.mp4 (3.9 MB)
14. Caching and Persistance.mp4 (8.4 MB)

3. Spark Architecture and Components

4. Pair RDD

1. Introduction to Pair RDD.mp4 (2.7 MB)
2. Create Pair RDDs.mp4 (6.2 MB)
3. Filter and MapValue Transformations on Pair RDD.mp4 (12.6 MB)
4. Reduce By Key Aggregation.mp4 (10.5 MB)
5. Solution for the Average House Problem.mp4 (5.5 MB)
6. Group By Key Transformation.mp4 (9.2 MB)
7. Sort By Key Transformation.mp4 (5.6 MB)
8. Solution for the Sorted Word Count Problem.mp4 (5.7 MB)
9. Data Partitioning.mp4 (6.4 MB)
10. Join Operations.mp4 (8.1 MB)
11. Extra Learning Material How are Big Companies using Apache Spark.html (0.6 KB)

5. Advanced Spark Topics

6. Spark SQL

1. Introduction to Spark SQL.mp4 (6.0 MB)
2. Spark SQL in Action.mp4 (24.0 MB)
3. Spark SQL practice House Price Problem.mp4 (3.6 MB)
4. Spark SQL Joins.mp4 (12.9 MB)
5. Dataframe or RDD.mp4 (4.3 MB)
6. Dataframe and RDD Conversion.mp4 (6.5 MB)
7. Performance Tuning of Spark SQL.mp4 (4.7 MB)

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Udemy - Apache Spark with Python - Big Data with PySpark and Spark [Course Drive]

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364 MB

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Udemy - Apache Spark with Python - Big Data with PySpark and Spark [Course Drive]

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