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Udemy - Big Data with Apache Spark and AWS

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42
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Description
[ DevCourseWeb.com ] Big Data with Apache Spark and AWS



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last updated 4/2023

Duration: 2h 19m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 930 MB

Genre: eLearning | Language: English



Learn the latest Big Data technology - Build, and execute real-world Big Data solutions using Spark and AWS.



What you'll learn

Start a project using Apache Spark

Understand how Spark SQL lets you work with structured data

Install and run Apache Spark on a desktop computer or on a cluster

Gain hands-on experience setting up Spark clusters on AWS cloud services platform

Understand how to control a cloud instance on AWS using SSH or PuTTY

Understand how to access data from the CSV, Json, HDFS, and S3 formats

Requirements

A PC or Mac

Basic understanding and functional knowledge of Apache Spark and big data

Description

Introducing the Ultimate Course: Big Data with Apache Spark and AWS

Are you ready to dive into the world of big data and harness its power? With an ever-growing abundance of data at our fingertips, the need for effective storage and analysis is paramount. Our cutting-edge course on Big Data with Apache Spark and AWS offers you the opportunity to become a skilled data specialist, adept at handling enormous data sets with ease and precision.

Discover the power of AWS, the leading web service for processing and storing colossal amounts of data, and one of the largest Hadoop operators worldwide. In this immersive course, you will learn how to create high-performance Spark clusters on the Amazon Web Services (AWS) platform. As cloud-based solutions for distributed computing become increasingly cost-effective, the ability to rapidly analyze vast amounts of data for deep insights is more achievable than ever.

Embark on a journey through AWS, where you'll quickly set up your own account and delve into the array of services at your disposal. Master the art of cluster-based data modeling using advanced techniques such as Gaussian generalized linear models, binomial generalized linear models, Naive Bayes, and K-means modeling. Access and navigate data from S3 Spark DataFrames, as well as other formats like CSV, JSON, and HDFS.

Become proficient in cluster-based data manipulation using powerful tools like SparkR and SparkSQL, enabling you to manage and analyze your data with exceptional accuracy and efficiency.

Upon completing this comprehensive course, you will possess an in-depth understanding of Apache Spark and AWS, empowering you to confidently tackle full-stack data analytics with the belief that no amount of data is insurmountable.

Don't miss this chance to elevate your data analytics skills to new heights! Enroll now and unlock your potential as a big data expert.

Who this course is for

Software Engineer

Application developers

Data scientists

Big data architects



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Big Data with Apache Spark and AWS
  • ~Get Your Files Here !/01 - Welcome/001 Introduction.mp4 9.6 MB
  • ~Get Your Files Here !/01 - Welcome/001 Introduction_en.srt 7 KB
  • ~Get Your Files Here !/01 - Welcome/002 Key Benefits of Learning Big Data.html 2.4 KB
  • ~Get Your Files Here !/02 - Creating Clusters/001 Creating an AWS Instance.mp4 72.9 MB
  • ~Get Your Files Here !/02 - Creating Clusters/001 Creating an AWS Instance_en.srt 17.4 KB
  • ~Get Your Files Here !/02 - Creating Clusters/002 Connecting to AWS Instance with SSH.mp4 59.2 MB
  • ~Get Your Files Here !/02 - Creating Clusters/002 Connecting to AWS Instance with SSH_en.srt 10.6 KB
  • ~Get Your Files Here !/02 - Creating Clusters/003 Connecting to AWS Instance with PuTTY.mp4 64.6 MB
  • ~Get Your Files Here !/02 - Creating Clusters/003 Connecting to AWS Instance with PuTTY_en.srt 16.1 KB
  • ~Get Your Files Here !/02 - Creating Clusters/004 Spark Clusters.mp4 82.7 MB
  • ~Get Your Files Here !/02 - Creating Clusters/004 Spark Clusters_en.srt 14.8 KB
  • ~Get Your Files Here !/02 - Creating Clusters/005 Spark Clusters in depth.mp4 85.3 MB
  • ~Get Your Files Here !/02 - Creating Clusters/005 Spark Clusters in depth_en.srt 16.1 KB
  • ~Get Your Files Here !/02 - Creating Clusters/006 Learn How to Terminate Your Clusters.mp4 3.4 MB
  • ~Get Your Files Here !/02 - Creating Clusters/006 Learn How to Terminate Your Clusters_en.srt 1.8 KB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/001 Data Basics.mp4 67.3 MB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/001 Data Basics_en.srt 15.1 KB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/002 Modeling with Gaussian Generalized Linear Models.mp4 84.3 MB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/002 Modeling with Gaussian Generalized Linear Models_en.srt 19.1 KB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/003 Binomial Generalized Linear Models.mp4 23.8 MB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/003 Binomial Generalized Linear Models_en.srt 16.8 KB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/004 Naive Bayes and K-Means Modeling.mp4 71.3 MB
  • ~Get Your Files Here !/03 - Data and Modeling Basics/004 Naive Bayes and K-Means Modeling_en.srt 16.7 KB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/001 Bigger Data and AWS S3.mp4 69.8 MB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/001 Bigger Data and AWS S3_en.srt 12.8 KB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/002 Accessing S3 Spark Dataframes.mp4 19.3 MB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/002 Accessing S3 Spark Dataframes_en.srt 8.2 KB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/003 SparkR Dataframe Operations.mp4 42.1 MB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/003 SparkR Dataframe Operations_en.srt 17.6 KB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/004 Intro to SparkSQL.mp4 30.5 MB
  • ~Get Your Files Here !/04 - Data Sources and Data Manipulation/004 Intro to SparkSQL_en.srt 8.3 KB
  • ~Get Your Files Here !/05 - Various/001 Intro to HDFS.mp4 97.8 MB
  • ~Get Your Files Here !/05 - Various/001 Intro to HDFS_en.srt 18.1 KB
  • ~Get Your Files Here !/05 - Various/002 Databricks Community Edition.mp4 43.3 MB
  • ~Get Your Files Here !/05 - Various/002 Databricks Community Edition_en.srt 14.5 KB
  • ~Get Your Files Here !/06 - Course Summary/001 Summary.mp4 3.1 MB
  • ~Get Your Files Here !/06 - Course Summary/001 Summary_en.srt 3.2 KB
  • ~Get Your Files Here !/06 - Course Summary/002 Source Code.html 37 B
  • ~Get Your Files Here !/06 - Course Summary/Source Code/1/ALSMovieRecs1M.sbt 279 B
  • ~Get Your Files Here !/06 - Course Summary/Source Code/1/ALSMovieRecs1M.scala 4.3 KB
  • ~Get Your Files Here !/06 - Course Summary/Source Code/2/SparkMaxAlloc.json 120 B
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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