An Introduction of Big data; Big data for beginners; Overview of Big Data; Big data Tutorial
© 2013 IBM Corporation Big Data & Analytics Felipe Arentsen Technical Sales Specialist for Big Data...
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Transcript of © 2013 IBM Corporation Big Data & Analytics Felipe Arentsen Technical Sales Specialist for Big Data...
© 2013 IBM Corporation
Big Data & Analytics
Big Data & Analytics
Felipe Arentsen
Technical Sales Specialist for Big Data Platform
© 2015 IBM Corporation
Hemos pasado el tiempo solucionando problemas y dejamos oportunidades sin
explotar todos los días
Hemos pasado el tiempo solucionando problemas y dejamos oportunidades sin
explotar todos los días
© 2015 IBM Corporation
Engagement changes our expectations
Data is the new basis of competitive advantage
Cloud is the path to new business models
(Why)
(What)
(How) Data is the new basis of competitive advantage
© 2013 IBM Corporation4
Big Data & Analytics
4BM Global CEO Study.
© 2013 IBM Corporation5
Big Data & Analytics
555
Business Analytics 83%
Virtualization 76%
Risk Management & Compliance 71%
Mobility Solutions 68%
Customer & Partner Collaboration 68%
Self-service Portals 66%
Application Harmonization 64%
Business Process Management 64%
SOA / Web Services 61%
Unified Communications 60%
Es la primeroa preocupación del CIO
IBM Global CIO Study.
© 2015 IBM Corporation
Front runners reap great rewards
69%of front runners created a significant positive impact on business outcomes using data and analytics in the past three years2
60%of front runners created a significant positive impact on revenues using data and analytics in the past three years2
53%of front runners created a significant competitive advantage using data and analytics2
Analytics pays back $13.01 for every dollar spent1
250% is the ROI of solutionsthat incorporate predictive analytics
1 Analytics Pays Back $13.01 for Every Dollar Spent” Nucleus Research, September 2014 2 Analytics: The speed advantage” IBM Institute for Business Value, 2014
© 2013 IBM Corporation7
Big Data & Analytics
IBM’s Commitment to Big Data
IBM CEO Says ‘Big Data’ Is Company’s Top PriorityIBM CEO Says ‘Big Data’ Is Company’s Top PriorityIBM CEO Says ‘Big Data’ Is Company’s Top Priority
$16 Billion in Big Data acquisitions – 35 new acquisitions in the last 5 years
More than 1000 developers focused on Big Data technology development
2014 IBM joins Apple & Twitter in strategic partnerships
Largest patent portfolio in the industry
IBM has the largest commercial research organization on Earth
200+ mathematicians developing breakthrough analytics
IBM’s Big Data Business grew over 150% in 2014
More than 70,000 downloads BigInsights QuickStart Edition
© 2015 IBM Corporation
FleetRisk Advisors helps trucking operators prevent accidents by building stronger and faster risk prediction models
80% reduction in serious accidents
20% reduction in minor accidents
30% increase in driver retention rates
© 2015 IBM Corporation
Vestas turns climate into capital, optimizing turbine placement with big data
97% faster response times for wind forecasting information
40% reduction in energy consumption
Cuts cost per kilowatt hour increasing ROI
© 2015 IBM Corporation
USD150,000 reduction in the cost of unnecessary neonatal surgery
USD24,000 reduction in hospital costs per neonatal bed per year
24 hours advance in real-time alerts to begin antibiotics and other treatment
for premature infants
Children’s hospital strives to accelerate health warning alerts for premature infants
© 2015 IBM Corporation
Life insurer in Japan pays customers with greater speed and accuracy using content analytics to standardize medical terms
22% fewer mistakenly unpaid claims—from 435 cases to 339 in the first year
90% accuracy in coding medical terms and treatments during claim assessment
20% reduction in assessment workforce, saving several hundred million yen each
year
© 2013 IBM Corporation12
Big Data & Analytics
Big Data is All Data in All Data Repositories
Transactional & Application Data
Machine Data Social Data
• Volume
• Structured
• Throughput
• Velocity
• Semi-structured
• Ingestion
• Variety
• Highly unstructured
• Veracity
Enterprise Content
• Variety
• Highly unstructured
• Volume
¿Qué es “Big Data & Analytics”?
© 2013 IBM Corporation13
Big Data & Analytics
Imagine la posibilidad de analizar toda la data
Real-time Traffic Flow Optimization
Fraud & risk detection
Accurate and timely threat
detection
Predict and act on intent to purchase
Understand and act on customer
sentiment
Low-latency network analysis
© 2013 IBM Corporation14
Big Data & Analytics
Merging the Traditional and Big Data Approaches
IT
Structures the data to answer that question
IT
Delivers a platform to enable creative discovery
Business
Explores what questions could be asked
Business Users
Determine what question to ask
Monthly sales reportsProfitability analysisCustomer surveys
Brand sentimentProduct strategyMaximum asset utilization
Big Data ApproachIterative & Exploratory Analysis
Traditional ApproachStructured & Repeatable Analysis
© 2015 IBM Corporation
IBM ANALYTICS PLATFORM
Discovery & Exploration
Prescriptive Analytics
Streaming Analytics
Business Intelligence & Predictive Analytics
Content Analytics
Information Integration & Governance
Data Management
Content Management
Hadoop System
Data Warehousing
The IBM analytics platform
Breadth & depthof analytics
Data integration& governance
Hybrid & fluidarchitecture
Open & unifiedplatform
Create a new data foundation for the
business
Prepare data for analytics
Predict the future for the business
Align data management strategy with customer
expectations
Delight customers by understanding
them better
Derive business value from unstructured
content
© 2015 IBM Corporation
© 2015 IBM Corporation
Analíticas cognitivas
© 2013 IBM Corporation18
Big Data & Analytics
Leveraging analytics still faces many obstacles
Source: Analytics: The New Path to Value, a joint MIT Sloan Management Review and IBM Institute for Business Value study. Copyright © Massachusetts Institute of Technology
have a limited understanding of how to use analytics
38%
Self-service analytics and expectations to drive better data-driven decisions are rising
of the time is spent on data preparation
80%Making decisions rapidly is no longer a goal; it’s an imperative
find it difficult to get data24%Access to requireddata sources is critical while maintaining governance standards
© 2013 IBM Corporation19
Big Data & Analytics
Even a simple analytics project has multiple steps and people
Data Access
Data Preparation
Analysis
Validation
Collaboration
Reporting
Data Scientists and Statisticians
Business Users
ITBusiness Analysts
© 2013 IBM Corporation20
Big Data & Analytics
And it’s rarely a straightforward process
Data Access
Data Preparation
Analysis
Validation
Collaboration
Reporting
Data Scientists and StatisticiansBusiness Users
ITBusiness Analysts
© 2013 IBM Corporation21
Big Data & Analytics
Fully AutomatedIntelligence
Natural LanguageDialogue
Guided AnalyticDiscovery
Single AnalyticsExperience
IBM Watson AnalyticsSelf-service analytics capabilities in the cloud
© 2013 IBM Corporation22
Big Data & Analytics
A new way to work
Get Better DataGet Better Data
Understand Your
Business
Understand Your
Business
Think AheadThink Ahead
Tell a StoryTell a Story
© 2013 IBM Corporation23
Big Data & Analytics
Single Interface … Explore > Predict > Assemble
Quick start intuitive interface
Quick start intuitive interface
Key business driver insightsKey business driver insights
Dashboard and
storytelling authoring
Dashboard and
storytelling authoring
Natural language dialogue
Natural language dialogue
Easy data upload and Refinement capabilities
Easy data upload and Refinement capabilities
© 2013 IBM Corporation24
Big Data & Analytics
Business Analysts
Data Scientists
Self-sufficiency for business users and experts alike
Business Users
IBM Watson Analytics
http://www.ibm.com/analytics/watson-analytics/
© 2013 IBM Corporation
Big Data & Analytics
Cognos Overview
© 2013 IBM Corporation26
Big Data & Analytics
26
Cognos
Unified BI workspace that seamlessly progresses to follow a train of thought
Sales MgrBusiness Analyst
ExecutiveBus. User
© 2013 IBM Corporation27
Big Data & Analytics
Elegant user interface
Personalize your background
Arrange content how you want it
Rename your workspaces
Easy to use
Automatic server configuration
Connect to multiple servers
Preview report without opening
Track progress, pause & restart your downloads
Embedded end-user how-to tutorials
27
IBM Cognos MobileCognos Mobile
© 2013 IBM Corporation28
Big Data & Analytics
28
Cognos for Microsoft OfficeCommunicate BI content in standard MS Office formats
Import BI content into MS Office tools and add additional context for presentations and briefing books
Solution highlights:
Create and distribute briefing books
Refresh BI content directly within MS Office tools
Modify and share BI content using familiar applications
Publish and share Cognos-enabled files to the secure BI portal
© 2015 IBM CorporationApril 22, 2023
Cognos Insight - Desktop
© 2013 IBM Corporation30
Big Data & Analytics
Sample Visualizations
© 2015 IBM Corporation
Certify a standard “ODP Core” set of open source Hadoop family projects with specific versions and patch levels
Develop tools and methods to help solution providers to test applications against the ODP Core.
Contribute changes and fixes in the ODP Core Hadoop family projects to the ASF using the ASF processes.
© 2013 IBM Corporation32
Big Data & Analytics
Open Data Platform Initiative
Representation across the Hadoop ecosystem…
• Hadoop distribution vendors
• Software application providers
• System integrators/consultants
• Hardware vendors
• Customers
… who all believe in the need for a community-based effort to standardize Hadoop, which will lead to improved adoption
© 2013 IBM Corporation33
Big Data & Analytics
Text AnalyticsText Analytics
POSIX Distributed File SystemPOSIX Distributed File System
Multi-workload, Multi-tenant scheduling
Multi-workload, Multi-tenant scheduling
IBM BigInsights Enterprise Management
Machine Learningwith Big R
Machine Learningwith Big R
Big RBig R
IBM Open Platform with Apache Hadoop
IBM BigInsights Data Scientist
IBM BigInsights Analyst
Big SQLBig SQL
BigSheetsBigSheets
Big SQLBig SQL
BigSheetsBigSheets
for Apache Hadoop
IBM BigInsights for Apache Hadoop
© 2013 IBM Corporation34
Big Data & Analytics
Spark Technology Center
Focal point for IBM investment in Spark• Code contributions to Apache Spark project• Build industry solutions using Spark• Evangelize Spark technology inside/outside IBM
Agile engagement across IBM divisions• Systems: contribute enhancements to Spark core, and optimized infrastructure
(hardware/software) for Spark• Analytics: IBM Analytics software will exploit Spark processing• Research: build innovations above (solutions that use Spark), inside (improvements to
Spark core), and below (improve systems that execute Spark) the Spark stack
Goal: To be the #1 contributor and adopter in the Spark ecosystem
© 2013 IBM Corporation35
Big Data & Analytics
Los datos de Twitter son ofrecidos con servicios en la nube de la plataforma de IBM Big Data & Analytics
for BusinessUsers andAnalysts
for Developers, Data Professionalsand Scientists
• Watson Analytics• Social Media Analytics
• IBM DataWorks• IBM BigInsights for Cloud• IBM Bluemix Cloud• IBM Watson Developer Cloud
Big Insights
© 2013 IBM Corporation36
Big Data & Analytics
© 2015 IBM Corporation
Hemos pasado el tiempo solucionando problemas y dejamos oportunidades sin explotar
todos los días
Es tiempo de aprovechar este momento!
Hemos pasado el tiempo solucionando problemas y dejamos oportunidades sin explotar
todos los días
Es tiempo de aprovechar este momento!