Advanced Big Data Analytics, Architecture, Management and Applications (ANDMA)

This course covers the major architecture designs required to cater to different needs of the application, data center or deployment requirements. This course provides architectural designs and advanced hands-on training on topics covering Scaling of cluster to thousands of nodes and management, Lambda architecture for streaming analytics, Data Life Cycle management with HDFS tiered storage, and different approaches for Multi-tenant Hadoop cluster deployments with Openstack, UCSD Express, or with MapR volumes and Work-load Automation topics concerning the deployment of Big Data clusters. This course will cover the application and infrastructure architecture components for each use case with specific focus on Hadoop deployments. You will learn UCSD Express end to end automation for big data as well as best practices around Data Disaster Recovery and security.
 
Target Audience
Data Center and Data Architects.
 
Objectives
After completing this course you should be able to:
  • Scale up to thousands of nodes
  • Be familiar with Business Analytics including Splunk
  • Install and configure Red Hat, SPLUNK
  • Describe Edge Analytics (Social Media, IoT)
  • Describe SQL on Hadoop
  • Describe Data Life Cycle management for Tiered Storage of Hot, Warm and Cold data
  • Install Hadoop as a Service (on OpenStack)/Multi-tenant Hadoop cluster
  • Review End to End Automation with UCSD Express for Big Data
  • Describe Hadoop as a Service on Bare Metal
  • Describe Disaster Recovery
  • Apply Security
 
Prerequisites
Before taking this course, it is recommended that learners should be familiar with:
  • Cisco Big Data Analytics, Architecture and Management (ANDMB) Training Course
  • Familiarity with Cisco UCS and big data fundamentals.
Show details

Course Contents

Module 1: Scaling to thousands of nodes - ACI
Module 2: Analytics Splunk
Module 3: Edge Analytics (Social Media, IoT)
Module 4: SQL on Hadoop
Module 5: Data Life Cycle management - Tiered Storage of Hot, Warm and Cold data
Module 6: Hadoop as a Service (on OpenStack)/Multi-tenant Hadoop cluster
Module 7: End to End Automation with UCSD Express for Big Data
Module 8: Hadoop as a Service on Bare Metal
Module 9: Disaster Recovery
Module 10: Security

Labs:
Lab 1: Introduction to Cisco ACI for Big Data Cisco Validated Designs
Lab 2: Splunk
Lab 3: Administering Hadoop on Cisco UCS
Lab 4: SQL on Hadoop with Hive
Lab 5: Cisco UCS Director Express for Big Data
Lab 6: Apache Falcon Pipelines
Lab 7: Security with Knox and Ranger