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Big Data and Analytics for Business Users

Course Overview


The Big Data and Analytics for Business Users training course introduces Cloud Computing, Big Data, and the emerging discipline of Data Analytics. Attention will be given to the three V's of Big Data: Volume, Velocity, and Variety as well as the fourth V of Value. Participants will learn about these critical elements and the powerful value proposition that these capabilities provide. What are the processes, tools, and personnel that will be needed in order to take advantage of this sea change in information management? This course will equip you to understand your customers better and how to deliver more value today.

Course Content


Cloud Computing Basics

  • Objectives
  • The Origin of Cloud Computing
  • Defining Cloud Computing
  • Five Characteristic of Cloud
  • Three Service Models of the Cloud
  • Four Deployment Models of the Cloud
  • Understanding by Analogy
  • Cloud Adoption By the Numbers

Introduction to Big Data

  • Objectives
  • How did my data get so Big?
  • Big Data sources
  • Big Data analysis
  • Big Data Use Cases
  • Key vendors

The World of Analytics

  • Objectives
  • Data Analytics
  • Predictive Analytics
  • The Life Cycle of Data Analytics
  • Common Analytical Models (Decision Trees, Linear vs Logistic Regression, Bayesian Techniques, etc.)

Exploring the Four Vs

  • Objectives
  • The Value of Big Data and Analytics
  • Key Business Cases
  • Handling Data Volume
  • Handling Data Velocity
  • Handling Data Variety
  • Recommended Best Practices

The Technology of Big Data

  • Objectives
  • Distributed Computing with MapReduce
  • Apache Hadoop and the Hadoop Distributed File System (HDFS)
  • Apache Hive, Pig, Sqoop, and Oozie
  • Google Fusion Tables
  • Machine Learning with BigML
  • Web Analytics Toolsets

Standing up a Big Data and Analytics Team

  • Objectives
  • The importance of a Business Domain Model
  • The role of an Information Architect
  • Data Owners and Data Stewards
  • Data Scientists
  • Process Considerations
  • Tool and Technology Recommendations
  • Recommended Next Steps

Customer Reviews


Thanks to Xpertised and the tutor who walked me through all the topics with Practical exposure which is helping me in my current project.
-Waseem

Course was quite helpful in terms of understanding of concepts and practicality. Its really a very friendly environment to learn. The timing were mutually chosen, as we both are working professional. I am quite satisfied with the course.
-Tanmoy

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