Advanced Big Data Analytics, Architecture, Management, and Applications v1.0 (ANDMA)

Advanced Big Data Analytics, Architecture, Management, and Applications v1.0 (ANDMA)

Overview

Duration: 5 days

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. It will cover the application and infrastructure architecture components for each use case with specific focus on Hadoop deployments. The training goes into details around UCSD Express end to end automation for big data. Also covers topics related with Best practices around Data Disaster Recovery as well as its security.

Objectives

Upon completion of this course, you will be able to:

  • Be able to scale up to thousands of nodes
  • Become 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

Course outline

Module 1: Cisco Big Data Use Cases and Solutions

  • Lesson 1-1: Cisco ACI for Big Data
  • Lesson 1-2: Business Analytics with Splunk and Cisco CSA
  • Lesson 1-3: Lambda Architecture for Big Data and Analytics
  • Lesson 1-4: Deploying SQL on Hadoop
  • Lesson 1-5: Managing the Data Life Cycle
  • Lesson 1-6: Deploying End-to-End Automation with Cisco UCS Director Express
  • Lesson 1-7: Performing Disaster Recovery
  • Lesson 1-8: Security in Big Data Environments

Lab Details:

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

Data & Analytics

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.
Course ID:
ANDMA


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