5.00(1)

The Ultimate Hadoop Course – Tame your Big Data

  • Course level: All Levels
  • Categories Hadoop
  • Duration 14h 05m

Description

The world of Hadoop and “Big Data” can be intimidating – hundreds of different technologies with cryptic names form the Hadoop ecosystem. With this Hadoop tutorial, you’ll not only understand what those systems are and how they fit together – but you’ll go hands-on and learn how to use them to solve real business problems!

  • Install and work with a real Hadoop installation right on your desktop with Hortonworks (now part of Cloudera) and the Ambari UI
  • Manage big data on a cluster with HDFS and MapReduce
  • Write programs to analyze data on Hadoop with Pig and Spark
  • Store and query your data with SqoopHiveMySQLHBaseCassandraMongoDBDrillPhoenix, and Presto
  • Design real-world systems using the Hadoop ecosystem
  • Learn how your cluster is managed with YARNMesosZookeeperOozieZeppelin, and Hue
  • Handle streaming data in real time with KafkaFlumeSpark StreamingFlink, and Storm

Understanding Hadoop is a highly valuable skill for anyone working at companies with large amounts of data.

Almost every large company you might want to work at uses Hadoop in some way, including Amazon, Ebay, Facebook, Google, LinkedIn, IBM,  Spotify, Twitter, and Yahoo! And it’s not just technology companies that need Hadoop; even the New York Times uses Hadoop for processing images.

You’ll find a range of activities in this course for people at every level. If you’re a project manager who just wants to learn the buzzwords, there are web UI’s for many of the activities in the course that require no programming knowledge. If you’re comfortable with command lines, we’ll show you how to work with them too. And if you’re a programmer, I’ll challenge you with writing real scripts on a Hadoop system using Scala, Pig Latin, and Python.

  • This course is created for educational purposes only,
  • This course is totally a product of Sundog Education, all videos are linked with their videos, RiFinder.com doesn’t own the contents, however, you’ll get a certificate from RiFinder.com on completion of this course

What Will I Learn?

  • Design distributed systems that manage "big data" using Hadoop and related technologies.
  • Use Pig and Spark to create scripts to process data on a Hadoop cluster in more complex ways.
  • Use HDFS and MapReduce for storing and analyzing data at scale.
  • Analyze relational data using Hive and MySQL
  • Analyze non-relational data using HBase, Cassandra, and MongoDB
  • Choose an appropriate data storage technology for your application
  • Query data interactively with Drill, Phoenix, and Presto
  • Consume streaming data using Spark Streaming, Flink, and Storm
  • Many More

Topics for this course

94 Lessons14h 05m

Learn all the buzzwords! And install Hadoop

Tips for Using This Course00:01:27
Introduction, and install Hadoop on your desktop!00:17:00

Using Hadoop’s Core – HDFs and MapReduce

Programming Hadoop with Pig

Programming Hadoop with Spark

Using relational data stores with Hadoop

Using non-relational data stores with Hadoop

Querying Your Data Interactively

Managing your Cluster

Feeding Data to your Cluster

Analysing Streams of Data

Designing Real-world Systems

Student Feedback

5.0

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Learned a Lot about Big Data. Definitely worth every second of this course.

Free

Requirements

  • Some activities will require some prior programming experience, preferably in Python or Scala.
  • A basic familiarity with the Linux command line will be very helpful.
  • Laptop with Internet Connection

Target Audience

  • Software engineers and programmers who want to understand the larger Hadoop ecosystem, and use it to store, analyze, and vend "big data" at scale.
  • Project, program, or product managers who want to understand the lingo and high-level architecture of Hadoop.
  • Data analysts and database administrators who are curious about Hadoop and how it relates to their work.
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