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PySpark and AWS: Master Big Data with PySpark and AWS [Video]
PySpark and AWS: Master Big Data with PySpark and AWS [Video]

PySpark and AWS: Master Big Data with PySpark and AWS: Learn how to use Spark, PySpark AWS, Spark applications, Spark Ecosystem, Hadoop, and Master PySpark [Video]

By AI Sciences
$134.99 $9.99
Video Sep 2021 16 hours 10 minutes 1st Edition
Video
$134.99 $9.99
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$134.99 $9.99
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Product Details


Publication date : Sep 23, 2021
Length 16 hours 10 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781803236698
Vendor :
Amazon
Category :
Concepts :

Key benefits

  • Relate the concepts and practical aspects of Spark and AWS with real-world problems
  • Implement any project that requires PySpark knowledge from scratch
  • Know the theory and practical aspects of PySpark and AWS

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 to perform 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 to run 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. By the end of this course, you’ll be able to understand and implement the concepts of PySpark and AWS to solve real-world problems. The code bundles are available here: https://github.com/PacktPublishing/PySpark-and-AWS-Master-Big-Data-with-PySpark-and-AWS

What you will learn

Learn the importance of Big Data Explore the Spark and Hadoop architecture and ecosystem Learn about PySpark Dataframes and PySpark DataFrames actions Use PySpark DataFrames transformations Apply collaborative filtering to develop a recommendation system using ALS models

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Sep 23, 2021
Length 16 hours 10 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781803236698
Vendor :
Amazon
Category :
Concepts :

Table of Contents

8 Chapters
1. Introduction Chevron down icon Chevron up icon
2. Introduction to Hadoop, Spark Ecosystems and Architectures Chevron down icon Chevron up icon
3. Spark RDDs Chevron down icon Chevron up icon
4. Spark DFs Chevron down icon Chevron up icon
5. Collaborative Filtering Chevron down icon Chevron up icon
6. Spark Streaming Chevron down icon Chevron up icon
7. ETL Pipeline Chevron down icon Chevron up icon
8. Project - Change Data Capture / Replication Ongoing Chevron down icon Chevron up icon

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