United States Canada 877 849 1850
International +1 678 648 3113
AccelebrateAccelebrate
Expand menu

Big Data Management Solutions for Architects

Download
REQUEST PRICING

Course Number: NSQL-106WA

Duration: 2 days (13 hours)

Format: Live, hands-on

How to Manage Big Data Training Overview

Does your team manage terabytes or petabytes of data spanning multiple data sources and platforms? This Big Data Management for Architects training course teaches attendees how to use NoSQL and cloud-based solutions to successfully meet their big data challenges and implement strategic planning, data processing techniques, and more.

Location and Pricing

Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.

In addition, we offer some courses as live, instructor-led online classes for individuals.

Objectives

  • Understand the challenges posed by big data
  • Transform data into business information
  • Use NoSQL
  • Understand data science
  • Use Cloud layering and SLAs

Prerequisites

All attendees must have a background in enterprise information systems design.

Outline

Expand All | Collapse All

Introduction
Defining Big Data
  • Gartner's Definition of Big Data
  • Challenges Posed by Big Data
  • The Cloud and Big Data
  • Transforming Data into Business Information
  • Data-Driven Decision Making
NoSQL and Big Data Systems Overview
  • Limitations of Relational Databases
  • What are NoSQL (Not Only SQL) Databases?
  • NoSQL Past and Present
  • NoSQL Database Properties
  • NoSQL Benefits
  • NoSQL Database Storage Types
  • The CAP Theorem
  • Limitations of NoSQL Databases
  • Big Data Sharding
  • Sharding Example
  • Cloud Solutions
  • Amazon S3
  • Amazon Storage SLAs
  • Amazon Glacier
  • Amazon S3 Security
  • Data Lifecycle Management with Amazon S3
  • Amazon S3 Cost Monitoring
  • OpenStack
  • OpenStack Object Store (Swift)
  • Components of Swift
  • Google BigTable
  • BigTable Design
  • Applications using BigTable
  • Google App Engine
  • Google App Engine Billing
  • Google Cloud Storage
  • Hadoop
  • Hadoop's Core Components
  • Hadoop Distributed File System
  • Accessing HDFS
  • HBase
  • HBase design
  • Cassandra
  • MemcacheDB
  • Neo4j
  • MongoDB
  • MongoDB Operational Intelligence
  • MongoDB Use Cases
Applied Data Science and Business Analytics
  • What is Data Science
  • Data Science vs. Business Analytics vs. Data Mining
  • Examples of Applied Data Science Projects
  • Strategic Information Value of Data Science
  • MapReduce Programming Model
  • Contrasting SQL with MapReduce
Big Data Business Intelligence and Analytics
  • Traditional Data Mining Constraints
  • NoSQL Data Querying and Processing
  • The UnQL Specification
  • Analyzing Big Data with Hadoop
  • MapReduce with Hadoop
  • Hadoop Streaming
  • Making Things Simpler with Hadoop Pig Latin
  • What is Hive?
  • Interfacing with Hive
  • Business analytics with Hive
  • Data Mashups in R
  • RHadoop (R + Hadoop)
  • MongoDB Operational Intelligence
  • MongoDB Use Cases
  • MongoDB Query Language
  • Amazon Elastic MapReduce
  • Querying Big Data in Google App Engine
Big Data Real World Case Studies
  • Hadoop @ Yahoo
  • Yahoo for Hadoop
  • Yahoo!!
  • Big Data @ Facebook
  • Hive @ Facebook
  • Mailtrust (Rackspace's mail division)
Enterprise Architecture (EA) Value Proposition
  • The Value of Alignment Between Business and Technology
  • Strategic Needs for Architecture
  • EA from Strategy to Technology
  • Tactical EA: IT Yearly Planning
  • Tactical EA: IT as an Investment Portfolio
  • Operational Needs for Architecture
Enterprise Architecture (EA) Lessons Learned and Anti-Patterns
  • Key EA Lessons Learned
  • Three Critical Changes EA Must Make To Survive Hard Times
  • Scott Ambler’s EA Anti-Patterns
  • EA Anti-Patterns
Adopting NoSQL
  • Hype Cycle and Technology Adoption Model
  • Barriers to Adoption
  • Dismantling Barriers to Adoption
  • Use Cases for NoSQL Database Systems
  • Example Applications
  • Industry trends
  • Enterprise Big Data / NoSQL Offerings
  • NoSQL Technology Adoption Action Plan
Cloud Layering
  • Cloud Layering Overview
  • Content Services
  • Logic Services
  • Orchestration in the Cloud
  • Utility - Security Services
  • Security Service Example
  • Utility - Data Services
  • Cloud Layering Examples
Cloud SLAs
  • The Importance of Cloud SLAs
  • What Belongs in a Cloud SLA?
  • Minimal Cloud SLA
  • Robust Cloud SLA
  • Governing Cloud Service Quality
  • Supporting Clouds
Conclusion

Training Materials

All Big Data training students will receive comprehensive courseware.

Software Requirements

  • Computer with Internet connectivity
  • Ability to install software on the computer
  • Recent 64-bit OS, such as Windows 10, macOS, or Linux
Download
REQUEST PRICING

Related Topics

NoSQL Architecture Comparison New
Introduction To NoSQL Databases
Big Data and NoSQL for Developers New
Learn faster

Our live, instructor-led lectures are far more effective than pre-recorded classes

Satisfaction guarantee

If your team is not 100% satisfied with your training, we do what's necessary to make it right

Learn online from anywhere

Whether you are at home or in the office, we make learning interactive and engaging

Multiple Payment Options

We accept check, ACH/EFT, major credit cards, and most purchase orders

Recent Training Locations

Alabama

Birmingham

Huntsville

Montgomery

Alaska

Anchorage

Arizona

Phoenix

Tucson

Arkansas

Fayetteville

Little Rock

California

Los Angeles

Oakland

Orange County

Sacramento

San Diego

San Francisco

San Jose

Colorado

Boulder

Colorado Springs

Denver

Connecticut

Hartford

DC

Washington

Florida

Fort Lauderdale

Jacksonville

Miami

Orlando

Tampa

Georgia

Atlanta

Augusta

Savannah

Hawaii

Honolulu

Idaho

Boise

Illinois

Chicago

Indiana

Indianapolis

Iowa

Cedar Rapids

Des Moines

Kansas

Wichita

Kentucky

Lexington

Louisville

Louisiana

New Orleans

Maine

Portland

Maryland

Annapolis

Baltimore

Frederick

Hagerstown

Massachusetts

Boston

Cambridge

Springfield

Michigan

Ann Arbor

Detroit

Grand Rapids

Minnesota

Minneapolis

Saint Paul

Mississippi

Jackson

Missouri

Kansas City

St. Louis

Nebraska

Lincoln

Omaha

Nevada

Las Vegas

Reno

New Jersey

Princeton

New Mexico

Albuquerque

New York

Albany

Buffalo

New York City

White Plains

North Carolina

Charlotte

Durham

Raleigh

Ohio

Akron

Canton

Cincinnati

Cleveland

Columbus

Dayton

Oklahoma

Oklahoma City

Tulsa

Oregon

Portland

Pennsylvania

Philadelphia

Pittsburgh

Rhode Island

Providence

South Carolina

Charleston

Columbia

Greenville

Tennessee

Knoxville

Memphis

Nashville

Texas

Austin

Dallas

El Paso

Houston

San Antonio

Utah

Salt Lake City

Virginia

Alexandria

Arlington

Norfolk

Richmond

Washington

Seattle

Tacoma

West Virginia

Charleston

Wisconsin

Madison

Milwaukee

Alberta

Calgary

Edmonton

British Columbia

Vancouver

Manitoba

Winnipeg

Nova Scotia

Halifax

Ontario

Ottawa

Toronto

Quebec

Montreal

Puerto Rico

San Juan

Accelebrate
© 2013-2023 Accelebrate, LLC - All rights reserved. All trademarks are owned by their respective owners.
This site is protected by reCAPTCHA. The collection of data and its use is described in our Privacy Policy and Terms of Service.