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Fundamental understanding of Hadoop ecosystemSome prior programming or scripting expertise Course Period: 1.5 Hours
Course Teacher: Shokat Ali
Apache Spark is a strong platform that gives customers with new methods to retailer and make use of massive information. On this course, rise up to hurry with Spark, and uncover methods to leverage this fashionable processing engine to ship efficient and complete insights into your information. Teacher Shokat Ali supplies an summary of the platform, going into the completely different elements that make up Apache Spark. He exhibits methods to analyze information in Spark utilizing PySpark and Spark SQL, explores working machine studying algorithms utilizing MLlib, demonstrates methods to create a streaming analytics utility utilizing Spark Streaming, and extra.
On this course, we’ll have a look at methods to use the Apache Spark platform for information science. I’ll begin by displaying you an summary of the platform and going via every part, so we now have a baseline understanding of the way it works. Then, we’ll check out utilizing Spark to research information with Python utilizing PySpark, then utilizing Spark SQL. We’ll discover machine studying methods,and we’ll end by making a streaming analytics utility utilizing Spark Streaming. We’ll be masking all of those matters to get you in control with Spark and make it easier to begin delivering efficient and extra complete insights. Let’s dive in.
Understanding SparkReviewing Spark componentsWhere Spark shinesUnderstanding information interfacesWorking with textual content filesLoading CSV information into DataFramesUsing Spark SQL to research dataRunning machine studying algorithms utilizing MLibQuerying streaming dataConnecting BI instruments to Spark Who this course is for:
Folks with some software program improvement background who need to study the
hottest expertise in massive information evaluation will need to examine this out.
When you’ve by no means written a pc program or a script earlier than, this course
isn’t for you – but. I counsel beginning with a Python course first, if
programming is new to you.
In case your software program improvement job entails, or will contain, processing
massive quantities of knowledge, you have to find out about Spark.
When you’re coaching for a brand new profession in information science or massive information, Spark is
an essential a part of it.