Bob Samuels provides strategic marketing analytics, client and partner development, demand generation, and financial ROI optimization services. He specializes in continuous risk monitoring, audit and preparation, forecasts and modeling, benchmarking KPIs, and data discovery from sources such as accounting software, structured and unstructured content, images, sensors, and machine/log files. His analytics skills include dashboards, business intelligence, predictive modeling using machine learning, and prescriptive analytics applied across industries such as finance, manufacturing, telecom, retail, government, and healthcare.
9. Source: Word Cloud created from ecosystem maps via http://www.tagxedo.com
Ecosystem Maps
Big Data & Analytics
10. BI Platform / Reporting
OSS
Visualizations
Unstructured / Search
Indexing / Metadata
Search
NLP
Hadoop Analytics
Hadoop Dev Platforms / Automation
HDFS
Predictive Analytics
THE CONFUSING WORLD OF BIG DATAAPPLICATIONSTOOLSDATAMANAGEMENT
STRUCTURED UNSTRUCTURED
Transactional
DB
OSS
High Performance
Analytical DB
NewSQL
Enhancement
Distributed
NoSQL
Graph Document
Key Value /
Column
Enterprise
Apps
Internet
Apps
Social Media Web Content Mobile Devices Camera / DVR Sensors / RFID Logfiles
Hadoop
aaS
HDFS Alternatives
DBaaS
HANA
GraphDB
Filesystem
EMR
Text / Sentiment Analysis
Data as a Service
Data
Warehouses
vFabric L
Drill
Vertical Market Applications
Impala
Messaging Optimization Data Integration / CEP
OSS
IMDG
Redshift
Based on Source: Perella Weinberg Partners
AI
DATASOURCESDATAPROCESSINGDATAANALYTICSAPPLICATIONS
20. Data Sources
Sources
• Corporate Structured Data
• Structured / Unstructured
• Content Management
• Data as a Service
• Web Content / Search
• Social Media
• Images / Video
• Mobile / Location
• Sensors / RFID / Satellite
• Machine / Log Files
Examples Examples
21. Infrastructure
Technology
• Hardware & Infrastructure
• Natural Language Processing
• ETL / ELT
• Data Integration
• Data Governance
• Marshalling
• MapReduce
• Databases
• Hadoop / In-Memory
• Distributed File Systems
Examples Examples
28. Increasing Value of Data
Data- BI – Predictive - Prescriptive
PrescriptivePredictiveBiz IntelligenceData Mining
Source: IBM
29. Another way to look at Analytics Levels
Dash
Boards
Analytics
Prescriptive
Pivots
Predictive
http://practicalanalytics.wordpress.com/2011/05/01/the-vendor-landscape-of-bi-and-analytics/
30.
31. Business Intelligence Analytics / Visualization
Big Data BI & Analytics/Visualization
Solution Providers
Oracle Essbase Laurén