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PySpark Training | PySpark Tutorial for Beginners | Apache Spark with Python | Edureka
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Pyspark Training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Today’s Training Topics
❖ Apache Spark and it’s features
❖ Various Paths to Learn Spark
❖ Why Python?
❖ PySpark Training at Edureka
❖ What is PySpark?
❖ PySpark Demo
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Apache Spark Features
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Spark in Industry
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Spark Use Cases
HealthCare Finance Media Retail Travel
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
So Many Options
Scala
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Why Python?
Easy To Learn
& Work with
Vast set of Libraries for
Machine Learning
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Why Python?
Easy To Learn
& Work with
Portable
Vast set of Libraries for
Machine Learning
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Why Python?
Easy To Learn
& Work with
Portable
Vast set of Libraries for
Machine Learning
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PySpark
@
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
What is PySpark?
Apache Spark is an open-source cluster-computing framework for real time
processing developed by the Apache Software Foundation
&
PySpark is the Python API for Spark
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Spark Ecosystems
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Spark Ecosystems
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
Spark Context (Py4j)
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
PySpark Shell
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
RDDs
Transformations
RDD = Resilient Distributed Datasets
RDD is a distributed memory abstraction which lets programmers perform
in-memory computations on large clusters in a fault-tolerant manner.
Working with RDDs is made possible by the library Py4j
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
RDDs
Transformations Actions
RDD = Resilient Distributed Datasets
RDD is a distributed memory abstraction which lets programmers perform
in-memory computations on large clusters in a fault-tolerant manner.
Working with RDDs is made possible by the library Py4j
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
RDDs
FunctionsTransformations Actions
RDD = Resilient Distributed Datasets
RDD is a distributed memory abstraction which lets programmers perform
in-memory computations on large clusters in a fault-tolerant manner.
Working with RDDs is made possible by the library Py4j
PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
NBA USE CASE
PySpark Training | PySpark Tutorial for Beginners | Apache Spark with Python | Edureka

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PySpark Training | PySpark Tutorial for Beginners | Apache Spark with Python | Edureka

  • 2. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 3. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 4. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Pyspark Training
  • 5. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Today’s Training Topics ❖ Apache Spark and it’s features ❖ Various Paths to Learn Spark ❖ Why Python? ❖ PySpark Training at Edureka ❖ What is PySpark? ❖ PySpark Demo
  • 6. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Apache Spark Features
  • 7. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark in Industry
  • 8. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Use Cases HealthCare Finance Media Retail Travel
  • 9. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training So Many Options Scala
  • 10. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Why Python? Easy To Learn & Work with Vast set of Libraries for Machine Learning
  • 11. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Why Python? Easy To Learn & Work with Portable Vast set of Libraries for Machine Learning
  • 12. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Why Python? Easy To Learn & Work with Portable Vast set of Libraries for Machine Learning
  • 13. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training PySpark @
  • 14. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 15. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 16. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 17. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 18. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 19. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 20. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 21. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 22. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 23. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 24. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 25. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 26. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
  • 27. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training What is PySpark? Apache Spark is an open-source cluster-computing framework for real time processing developed by the Apache Software Foundation & PySpark is the Python API for Spark
  • 28. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Ecosystems
  • 29. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Ecosystems
  • 30. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Context (Py4j)
  • 31. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training PySpark Shell
  • 32. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training RDDs Transformations RDD = Resilient Distributed Datasets RDD is a distributed memory abstraction which lets programmers perform in-memory computations on large clusters in a fault-tolerant manner. Working with RDDs is made possible by the library Py4j
  • 33. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training RDDs Transformations Actions RDD = Resilient Distributed Datasets RDD is a distributed memory abstraction which lets programmers perform in-memory computations on large clusters in a fault-tolerant manner. Working with RDDs is made possible by the library Py4j
  • 34. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training RDDs FunctionsTransformations Actions RDD = Resilient Distributed Datasets RDD is a distributed memory abstraction which lets programmers perform in-memory computations on large clusters in a fault-tolerant manner. Working with RDDs is made possible by the library Py4j
  • 35. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training NBA USE CASE