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Udemy – Master Apache Spark using Spark SQL and PySpark 3 2024-5_Materials.zip
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Setup Development Environment using VS Code Remote Development Extension Pack
Review Data Sets Provided as part of Gateway Nodes of Hadoop and Spark Cluster
Validate Hive on Hadoop and Spark Multinode Cluster
Review Hadoop HDFS and YARN Property Files using Visual Studio Code Editor
Validate HDFS on Multi Node Hadoop and Spark Cluster from Gateway Node
Review Hadoop HDFS and YARN Property Files on Hadoop and Spark Cluster
Review Hive Property Files on Multinode Hadoop and Spark Cluster
Review Spark 2 Property Files and Important Properties
Validate Spark Shell CLI using Spark 2
Validate Pyspark CLI using Spark 2
Validate Spark SQL CLI using Spark 2
Review Spark 3 Property Files and Important Properties
Validate Spark Shell CLI using Spark 3
Validate Pyspark CLI using Spark 3
Validate Spark SQL CLI using Spark 3
Prerequisites for Single Node Hadoop and Spark Cluster on Windows
Overview of Windows System Configuration
Setup Ubuntu on Windows 11 using wsl
Setup and Validate Ubuntu VM on Windows using wsl
Overview of Docker Desktop on Windows 11
Install Docker Desktop on Windows 11 using wsl2
Validate Docker Commands using Windows Powershell as well as wsl Ubuntu
Setup Visual Studio Code IDE on Windows
Clone GitHub Repository for Pyspark Course using Visual Studio Code
Install Visual Studio Code Extension for Remote Development
Launching Terminal using Visual Studio Code and WSL
Review Docker Compose File to setup Hadoop and Spark Lab
Review the resource utilization of Windows for Hadoop and Spark Lab
Start Hadoop and Spark Lab along with Jupyter Lab on Windows 11
Review Docker Desktop for Hadoop and Spark Lab using Docker
Validate Hadoop and Spark setup using Docker on Windows
Overview of Docker Compose Commands to manage Hadoop and Spark Lab
Getting Started with AWS Cloud9
Overview of EC2 Instance related to AWS Cloud9
Warming up with AWS Cloud9 IDE
Creating AWS Cloud9 Environment
Review Operating System Details on AWS Cloud9
Opening ports for AWS Cloud9 Instance
Setup Docker Compose on AWS Cloud9 Instance
Associating Elastic IPs to AWS Cloud9 Instance
Increase EBS Volume Size of AWS Cloud9 Instance
Clone GitHub Repository on AWS Cloud9 for the Course Material
Review Docker Compose File to setup Hadoop and Spark Lab
Overview of Docker Compose Commands to manage Hadoop and Spark Lab
Start Hadoop and Spark Lab along with Jupyter Lab on Windows 11
Validate Hadoop and Spark setup using Docker
Introduction and Setting up Python
Functions in Python
Python Collections
Basic Programming Constructs
Map Reduce operations on Python Collections
Setting up Data Sets for Basic IO Operations
Basic IO operations and processing data using Collections
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Free Download Summary
Instructor
Senior Industry Specialist
Specialist in Databases & Data Engineering. Real-world engineering curriculum and hands-on masterclasses.
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