Big Data
This course helps you need understand big data and how it will impact your business. It will provide an understanding of what insights big data can provide through hands-on experience with the tools and systems used by big data scientists and engineers. You don't even need previous programming experience. We will guide you through the basics of using Hadoop with MapReduce, Spark, Pig and Hive.
By practicing with the sample code provided, you can gain practical experience in performing predictive modeling and leveraging graph analytics to model problems.This course will prepare you to ask the right questions about data, communicate effectively with data scientists, and do basic exploration of large, complex datasets.
The major topics covered in this course include:
- Introduction to Big Data and Analytics
- Introduction to Hadoop
- Hadoop Ecosystem – Concepts
- Hadoop MapReduce Concepts
- Developing MapReduce Applications
- Pig Concepts
- Hive Concepts
- Sqoop Concepts
- Flume Concepts
- Oozie Workflow Concepts
- Impala Concepts
- Hue Concepts
- HBASE Concepts
- ZooKeeper Concepts