Spark SQL & Hadoop (For Data Scientists & Big Data Analysts) [FREE]

Free Certification Course Title: Spark SQL & Hadoop (For Data Scientists & Big Data Analysts)

Learn HDFS commands, Hadoop, Spark SQL, SQL Queries, ETL & Data Analysis| Spark Hadoop Cluster VM | Fully Solved Qs

Spark SQL & Hadoop (For Data Scientists & Big Data Analysts)

What you’ll learn:

  • Students will get hands-on experience working in a Spark Hadoop environment that’s free and downloadable as part of this course.
  • Students will have opportunities solve Data Engineering and Data Analysis Problems using Spark on a Hadoop cluster in the sandbox environment that comes as part
  • Issuing HDFS commands.
  • Converting a set of data values in a given format stored in HDFS into new data values or a new data format and writing them into HDFS.
  • Loading data from HDFS for use in Spark applications & writing the results back into HDFS using Spark.
  • Reading and writing files in a variety of file formats.
  • Performing standard extract, transform, load (ETL) processes on data using the Spark API.
  • Using metastore tables as an input source or an output sink for Spark applications.
  • Applying the understanding of the fundamentals of querying datasets in Spark.
  • Filtering data using Spark.
  • Writing queries that calculate aggregate statistics.
  • Joining disparate datasets using Spark.
  • Producing ranked or sorted data.

Requirements:

  • This course has been designed for individuals that are new to Hadoop and Spark, so the course does not assume any prior knowledge of Hadoop or Spark theory.
  • A basic knowledge of SQL queries is helpful. But students with no prior knowledge of SQL are provided with a good enough introduction to SQL queries to ensure that they hit the ground running.
  • The Verulam Blue VM, that comes as part of this course, has a Spark Hadoop environment and requires a pc or a laptop with a minimum of 8 GB RAM and 20 GB of free space (instructions on how to download and run the VM are provided).

Who this course is for:

  • This course has been designed specifically for data scientists, big data analysts and data engineers looking to leverage the power of Hadoop and Apache Spark to make sense of big data.
  • This course is also well suited for university students and recent graduates that are keen to land a job with a company that’s looking to fill a big data-related positions or anyone who simply wants to apply their SQL skills in a big data environment using Spark-SQL.
  • Software engineers & developers who are looking to break into the Data Engineering field will also find this course helpful.

This course includes:

  • 5.5 hours on-demand video
  • 6 articles
  • 12 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion
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