Learning Path - Big Data Analytics

Massive amounts of data are being generated everyday, everywhere. As a result, a number of organizations are focusing on big data processing. In this course we'll help you understand how Hadoop, as an ecosystem, helps us store, process, and analyze data. We will then smoothly move to developing large-scale distributed data processing applications using Apache Spark 2.

Basic knowledge:

Data scientists or big data architects interested in combining the data processing power of Hadoop and Apache Spark should be having prior knowledge of these technologies.

This Learning Path is for software engineers, data scientists, big data developers, and big data analysts who are interested in big data processing and data analytics with Apache Spark.

Course Completion Certificate

What will you learn:

• Install and configure an Hadoop instance of your own
• Navigate Hue, the GUI for common tasks in Hadoop
• Import data manually, and automatically from a database
• Build scripts with Pig to perform common ETL tasks
• Write and run a simple MapReduce program
• Structure and query data effectively with Hive, Hadoop's built-in data warehousing component
• Get to know the fundamentals of Spark 2.0 and the Spark programming model using Scala and Python
• Know how to use Spark SQL and DataFrames using Scala and Python
• Get an introduction to Spark programming using R
• Perform Spark data processing, charting, and plotting using Python
• Get acquainted with Spark stream processing using Scala and Python
• Be introduced to machine learning with Spark using Scala and Python
• Get started with graph processing with Spark using Scala
• Develop a complete Spark application

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.