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Manju Devadas
• 25+ years End to End Value Chain experience
• 15+ years Enterprise IT experience
• 10+ years Management Consulting experience
• Business Process Transformation
• Mobile, Cloud and On Premise Expertise
• IT Strategy (On Premise, Cloud)Sales & Marketing, CRM, Quote
to Cash, Supply Chain expertise
Salil Amonkar
• 20+ years experience
• Supply Chain and Hi tech Domain Expert
• MS, MBA and BE in Info Technology
• Cloud Computing – GCP, AWS, IOT
• Cloud, Mobile, IoT Devices deep technical expertise
• Cisco, Netgear, Google, SFDC and Oracle experience and partnerships
Presenter
Context Setting Manju Devadas 5 min
Manju Devadas &
Salil Amonkar
Pluto7 Team
Presenter
Context Setting Manju Devadas 5 min
Introduction to ML & Supply Chain Use Cases Manju Devadas &
Salil Amonkar
Pluto7 Team
For example, a "Narcos" viewer was, after binging on tales of a Colombian drug
lord, apt to stream "Pulp Fiction."
After indulging in the chills and thrills of series like "Stranger Things" and "American
Horror Story," folks turned to sunnier fare like "Zootopia" and "Mean Girls."
All of the above are recommendations that tell us what to
sell to these customers based on their behavior(s)
converting raw data to useful information for the business )
forecasting
Forecast accuracy is measured as difference between the forecasted numbers when compared to actuals.
Data access to a variety
of data sources.
Develop and build
analytic models.
Data preparation,
exploration and visualization.
Deploy models and integrate
them into business processes
and applications.
High performance and scalability
for both development
and deployment.
Perform platform, project
and model management.
Data Algorithm Insight
DataPreparation
and Cleansing
Machine LearningBuilt for Forecasting
Forecasting Continuously
+
Recommendations
=
Real Time
Demand Management
Cloud
On
Premises
Machine
Learning
APIs
Train
Your Own
Models
HTTP request
Pre-ProcessingData Storage
Training flow
Prediction flow
Local
training
Download
Mobile
prediction
Batch
Online
Training
Prediction
Tooling
Datalab
Datalab
Tooling
UploadHosted Model
Presenter
Context Setting Manju Devadas 5 min
Introduction to ML and Supply Chain Use Cases
Other Use Cases
Manju Devadas &
Salil Amonkar
Pluto7 Team
• Context embedding with forecasting and predictive analytics
• Right price to charge at the right time to get the most margin and closed sale
• Match location with user preference based on time window and third party data
Presenter
Context Setting Manju Devadas 5 min
Introduction to ML
Use Cases
Visualizing insights in Tableau
Manju Devadas &
Salil Amonkar
Pluto7 Team
LinkedIn - Search for Moderator Manju Devadas, Salil Amonkar Email - [email protected], [email protected]
Phone: 510-676-5064 / 408 824 9213
If you would like to present in the next round, please email the moderators above
References : http://online.tableau.com, http://pluto7.com , www.planninginabox.com
