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PySpark & AWS: Master Big Data With PySpark and AWS

PySpark & AWS: Master Big Data With PySpark and AWS

Learn how to use Spark, Pyspark AWS, Spark applications, Spark EcoSystem, Hadoop and Mastering PySpark

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What you'll learn

● The introduction and importance of Big Data.
● Practical explanation and live coding with PySpark.
● Spark applications
● Spark EcoSystem
● Spark Architecture
● Hadoop EcoSystem
● Hadoop Architecture
● PySpark RDDs
● PySpark RDD transformations
● PySpark RDD actions
● PySpark DataFrames
● PySpark DataFrames transformations
● PySpark DataFrames actions
● Collaborative filtering in PySpark
● Spark Streaming
● ETL Pipeline
● CDC and Replication on Going

Comprehensive Course Description:

The hottest buzzwords in the Big Data analytics industry are Python and Apache Spark. PySpark supports the collaboration of Python and Apache Spark. In this course, you’ll start right from the basics and proceed to the advanced levels of data analysis. From cleaning data to building features and implementing machine learning (ML) models, you’ll learn how to execute end-to-end workflows using PySpark.

Right through the course, you’ll be using PySpark for performing data analysis. You’ll explore Spark RDDs, Dataframes, and a bit of Spark SQL queries. Also, you’ll explore the transformations and actions that can be performed on the data using Spark RDDs and dataframes. You’ll also explore the ecosystem of Spark and Hadoop and their underlying architecture. You’ll use the Databricks environment for running the Spark scripts and explore it as well.

Finally, you’ll have a taste of Spark with AWS cloud. You’ll see how we can leverage AWS storages, databases, computations, and how Spark can communicate with different AWS services and get its required data.

How Is This Course Different?

In this Learning by Doing course, every theoretical explanation is followed by practical implementation.

Online Course CoupoNED based Analytics Education Company and aims at Bringing Together the analytics companies and interested Learners.