recommendation engine and machine learning using planning in a box using tableau and google

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 - manju@pluto7.com, salil@pluto7.com

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