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Udemy - Big Data With Apache Spark And AWS
TORRENT SUMMARY
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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
Homepage
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FILE LIST
Filename
Size
~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
