Big Data with Apache Spark and AWS

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Skillbox, LLC

2:17:20

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01 - Welcome

001 Introduction.mp4

04:12

002 Key Benefits of Learning Big Data.html

02 - Creating Clusters

001 Creating an AWS Instance.mp4

09:39

002 Connecting to AWS Instance with SSH.mp4

06:18

003 Connecting to AWS Instance with PuTTY.mp4

08:37

004 Spark Clusters.mp4

09:01

005 Spark Clusters in depth.mp4

09:55

006 Learn How to Terminate Your Clusters.mp4

00:58

03 - Data and Modeling Basics

001 Data Basics.mp4

08:34

002 Modeling with Gaussian Generalized Linear Models.mp4

11:19

003 Binomial Generalized Linear Models.mp4

09:34

004 Naive Bayes and K-Means Modeling.mp4

09:14

04 - Data Sources and Data Manipulation

001 Bigger Data and AWS S3.mp4

07:27

002 Accessing S3 Spark Dataframes.mp4

04:57

003 SparkR Dataframe Operations.mp4

11:01

004 Intro to SparkSQL.mp4

05:16

05 - Various

001 Intro to HDFS.mp4

10:59

002 Databricks Community Edition.mp4

08:19

06 - Course Summary

001 Summary.mp4

02:00

002 Source Code.html

002 Source-Code.zip

Description

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

Who is this for?

Software Engineer

Application developers

Data scientists

Big data architects

What You Need to Know?

A PC or Mac

Basic understanding and functional knowledge of Apache Spark and big data

More details

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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Skillbox, LLC specializes in technical training via on-demand streaming. We are committed to providing students professional development, networking, and learning opportunities through our educational content. Our instructors are industry leading experts in the subjects they teach, because they continue to spend time working on real-world industry applications. They are expert trainers – able to communicate complex concepts clearly, understandably and with the enthusiasm that will inspire you to learn. Today Skilbox, LLC is the world's most trusted provider of mentioned services and training along with web security aspects, and open source technology.

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