vice president€¦ · management & data governance pos e t l l batch data integration ecom t...
TRANSCRIPT
01
02
03
04
05
Inmon to Kimball
Big Data
Data Lake
Modern Data Platform
Microsoft Alignment & Roadmap
/ 4Think Digital Customer Conference 2019
It started with Inmon
/ 5Think Digital Customer Conference 2019
It started with Inmon
SSIS
/ 6Think Digital Customer Conference 2019
Along came Kimball
/ 7Think Digital Customer Conference 2019
Along came Kimball
2007
2014
/ 8Think Digital Customer Conference 2019
Drowning in Data
/ 9Think Digital Customer Conference 2019
Drowning in Data
/ 10Think Digital Customer Conference 2019
Data Lake Explained
Data analysts and
developers can tap
the stream for
real-time analytics
The data lake is also a
staging area for the data
warehouse where cleansed
and treated data is stored
for reporting and analysis
Data Scientists
use the lake for
ideation and
discovery
Machine Learning and
Artificial Intelligence
processes proposed by
Data Scientists can run
constantly against the
Data Lake
Transactional
Customer
Social
1
- Incoming flows represent the
myriad raw data sources; could
be structured data, emails,
spreadsheets, images , social
media, IoT, etc…
- The Lake is the amalgamation
of all the inlets where analytics
is performed either manually
or autonomously
- The outgoing flows represent
analyzed data that provides
key, timely insights
1
2
3
3
2
/ 11Think Digital Customer Conference 2019
2. Prepare
3. Augment
4. Analyze
5. Visualize
6. Act
6 Phases of Data
1. Create/Collect
/ 12Think Digital Customer Conference 2019
Data Lake
Artificial
Intelligence
Data Science
Preparation
& Training
Self-Service
Analytics
Data
Warehouse
An
aly
tics M
od
els
Op
era
tio
na
l
Mo
de
l
Enterprise
Reports
Enterprise
Dashboards
Operational
Analytics
Operational
Reporting
Data Catalog
Rea
l-tim
e In
tegra
tio
n
Master Data
Management
& Data
Governance
POSE
TL
L
Batch Data Integration
ECOM
T
Mobile
E
E
L
Create Collect Prepare, Augment, Persist Model, Visualize
EE
Digital
Marketing
Business
Operations
Daily Flash
Route
Optimization
Product
Churn
Inventory
Report
Analyze, Act
L
L
L
E
E
SaaS D365 CE D365 UOData
Centre CDS
/ 13Think Digital Customer Conference 2019
Data Lake
Artificial
Intelligence
Data Science
Preparation
& Training
Self-Service
Analytics
Data
Warehouse
An
aly
tics M
od
els
Op
era
tio
na
l
Mo
de
l
Enterprise
Reports
Enterprise
Dashboards
Operational
Analytics
Operational
Reporting
Data Catalog
Rea
l-tim
e In
tegra
tio
n
Master Data
Management
& Data
Governance
POSE
TL
L
Batch Data Integration
ECOM
T
Mobile
E
E
L
Create Collect Prepare, Augment, Persist Model, Visualize
EE
Digital
Marketing
Business
Operations
Daily Flash
Route
Optimization
Product
Churn
Inventory
Report
Analyze, Act
L
L
L
E
E
SaaS D365 CE D365 UOData
Centre CDSD365 CE D365 UOSaaS
Data
Centre
POS
ECOM
Mobile
Rea
l-tim
e In
tegra
tio
n
Batch Data Integration
functions
IoT Hub
LogicApps Data Factory
Service Bus
API
Data Lake
Event Hub
Preparation
& Training
Artificial
Intelligence
Data
Warehouse
Data Catalog
Data Science
/ 14Think Digital Customer Conference 2019
/ 15Think Digital Customer Conference 2019
Cognitive
Unified
Operations
Customer
Engagement
CDS
/ 16Think Digital Customer Conference 2019
• Follow along with Microsoft– PowerBI Newsletter
– PowerBI Blog
– PowerApps Blog
– LogicApps Blog
– Data Factory Blog
– Data Lake Blog
• Email Dave ([email protected])
/ 17Think Digital Customer Conference 2019
• Business
solution to drive
immediate value
• Adjust and
prioritize
• Demonstrate
progress
continuously
• Focus on the
most important
business need
Define
SolutionBuild
DeployMeasure
value
Build for today, architect for tomorrow
Ten weeks to a Modern Data Platform
Highly engaging and
interactive process that
includes Business Champions
Leverage the Cloud and
Accelerators unique to Hitachi
to improve time to market
Challenge the norm – don’t
just replicate, apply best
practices.Build and measure value
incrementally
Obtain insights into your
business and make decisions
based on accurate and timely
information
Embrace change and
understand that requirements
will evolve over time
/ 18Think Digital Customer Conference 2019
Thank You