building a predictive analytics solution with azure ml
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Building a Predictive Analytics Solution with Azure ML
Mona Soliman HabibPrincipal Data ScientistMicrosoft Azure Machine Learning
Predicting future performance from historical data
Recommenda-
tion engines
Advertising
analysis
Weather
forecasting for
business planning
Social network
analysis
IT infrastructure
and web app
optimization
Legal
discovery and
document
archiving
Pricing analysis
Fraud
detection
Churn
analysis
Equipment
monitoring
Location-based
tracking and
services
Personalized
Insurance
Predictive analytics should address the likelihood of something happening in the future, even if it is just an instant later…
Fully
managed
No software to install,
no hardware to manage,
and one portal to view
and update.
Integrated
Simple drag, drop and
connect interface for
Data Science. No need
for programming for
common tasks.
Best in Class
Algorithms +
R/Python
Built-in collection of
best of breed
algorithms. Support for
R/Python and popular
packages.
Deploy in
minutes
Operationalize models
with a single click.
Monetize in Machine
Learning Marketplace.
ML
Studio
API
M
Platform Services
Security & Management
Infrastructure Services
Web Apps
MobileApps
APIManagement
APIApps
LogicApps
NotificationHubs
Content DeliveryNetwork (CDN)
MediaServices
HDInsight MachineLearning
StreamAnalytics
DataFactory
EventHubs
MobileEngagement
ActiveDirectory
Multi-FactorAuthentication
Automation
Portal
Key Vault
BiztalkServices
HybridConnections
ServiceBus
StorageQueues
Store /Marketplace
HybridOperations
Backup
StorSimple
SiteRecovery
Import/Export
SQLDatabase
DocumentDB
RedisCache Search
Tables
SQL DataWarehouse
Azure AD Connect Health
AD PrivilegedIdentity Management
OperationalInsights
CloudServices
Batch Remote App
ServiceFabric Visual Studio
ApplicationInsights
Azure SDK
Team Project
VM Image Gallery& VM Depot
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