dallas data brewery - introduction
DESCRIPTION
Introductory slides to the Dallas Data Brewery (http://www.meetup.com/dallas-data-brewery/)TRANSCRIPT
data breweryDallas
www.meetup.com/dallas-data-brewery
FreshData
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Bree Serif Regular
http://freshdata.sk
Thanks
skvare.comwww.improvingenterprises.com
Introduction
increase business data awareness and literacy
technology
people
technology processes
Governance
UseProcessingSources
ExtractionDiscovery and
Acquisition
Cleansing, Transformation and Integration
Analytical Modeling
Presentation, Analysis,
Publishingdata
Automated Decisioning
QualityProcess
GovernanceProvenance Master Data
pipeline
Decisioning
Governance
Presentation, Explorationand Publishing
Analytical ModelingCleansing, Transformation and IntegrationExtractionDiscovery and Acquisition
Data Sources
Mapping
Audit
Crowd Sourcing
Crawling
Manual Digitization
web pages
text documents
structured documents
databases
scientific data
Bulk Digitization
Scraping
Parsing
Loading to Data Store
Automation
Data Pipes
ETL Process Management
Data Quality Management
Auditability and Provenance
Reference Data Management
Metadata
Visualization Method Selection
Visualization and Plotting
Report Development
Publishing Online
Map Geo-TaggingStory Telling
Natural Language Processing
Merging, Joining Handling Manual Corrections
Using Reference Data
Normalization Entity UniquenessTreating
Duplicates
Indexing and Optimization
Data Formats and Standards
Changing Dimensions
Analytical Model Development
Graph/Network Metrics
Online Analytical Processing
Business Rules
Regression Outliers
Segmentation and Clustering
Simulation
Shopping Basket Analysis
Customer Value Computation
Campaign Management
Automated Decisioning
Data Granularity
Behavior and Impact
pipeline
appropriate tools for appropriate purpose
Story Telling, Learning & Connecting
data brewery
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Goals
■ get feedback for your project
■ get questions answered
■ share story successful or not
■ get connected
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Knowledge Sharing
Knowledge Sharing
Library Library Library
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Meetup Agenda■ Alignment of understanding
terminology, scope, out-of-scope, required knowledge, …
■ Stories and use casespresentation, preferably visual
■ Discussion
■ Networking
Google Doc
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community atb
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Introduction
■ Who are you?
■ What are you doing with data?
Today’s topic...
