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Data Science & Machine Learning

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Data Science & Machine Learning

Keeping Humans in the Machine Learning Loop

Verification
Software & Hardware Trust
Machine Learning Automation
Lower Barrier Adoption

Predictive Analytics for Kinsa Health

Can you predict and plan for the flu?

Knowing who has the flu is hard. Doctors assess the small minority of sick people who make it into a clinic and send the test results to the CDC every few weeks. The CDC models this information and retroactively corrects their national influenza like illness (ILI) report every two weeks.

Automated Narrative Summary

A machine learning system tells heated stories about commercial real estate auctions it watches, encouraging customer reengagement and new customer acquisition.

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Latest from Expero on

Data Science & Machine Learning

Linking Unstructured Data Using Machine Learning

Tensorflow
Document Management
Relationships
Graph

Predictive Analytics for Kinsa Health

Can you predict and plan for the flu?

Knowing who has the flu is hard. Doctors assess the small minority of sick people who make it into a clinic and send the test results to the CDC every few weeks. The CDC models this information and retroactively corrects their national influenza like illness (ILI) report every two weeks.

Automated Narrative Summary

A machine learning system tells heated stories about commercial real estate auctions it watches, encouraging customer reengagement and new customer acquisition.

Lightning Talks

Transportation, Auto & Infrastructure

Risk Based Characteristics
Varied Infrastucture
Risk Scoring
Time-Series Forecasting

Machine Learning For Oil & Gas (Part 1)

Predictive Maintenance
Save Time & Money
IoT Devices & Sensors
Graph/ML Algorithm

Machine Learning For Structured Finance

Alternative Investments
Predict Next-Best Position
Score Next-Best Move
Time-Series Forecasting

Model Interpretability

Bias Detection/Correction
Accurate Interpretation
Model Fairness
Factor &Sensitivity Analysis

Machine Learning For Supply Chain

Demand Prediction
Inventory Planning
Forecasting
Neural Networks

Linear Regression in Machine Learning

Simple Models
Line of Best Fit
Scatter Plots
Customer Satisfaction

Deploying Machine Learning Systems

Scatter Plots
ML Behind the Scenes
Satisfaction Scoring
Linear Regression

Demos

Linking Unstructured Data Using Machine Learning

Tensorflow
Document Management
Relationships
Graph

Online Seminars

Architecting a Corporate Compliance Platform with Graph and NoSQL Databases

Graph-enabled approach
Data model design
System integration
Expero & Scylla

Supply Chain: Transportation and Logistics

Accuracy
Adaptability
Machine Learning
Time Series & Forecasting

Data Management for Oil and Gas: Predictive Maintenance Intelligence

Predictive Maintenance
Oil Field IoT
Machine Learning & Time Series Data
DataStax Enterprise

Data Management for Oil and Gas

Asset Management
Equipment Maintenance
Machine Learning
DataStax Enterprise

Customer 360 Using Graph & ML

Graph 101 for Customer 360
Predictive Machine Learning
Intervene, Recommend, Cross-Sell
Datastax Enterprise

Fraud Detection and Optimization using Graph & ML

Finserv Fraud with Graph and ML 101
Determanistic Algorithms
Demo: Insurance Fraud
Datastax Enterprise

Supply Chain Optimization with Graph & ML

Why Graph & ML for Supply Chain?
Predictive Analytics
Demo: Aircraft Fleet and Routing
Datastax Enterprise

Graph & ML for Supply Chain

Graph & Machine Learning Algorithms
Machine Learning Examples
Demo: Rerouting
Visualations of Analysis

Lock Down Funding for Intelligent, Graph-Enhanced Fraud Solutions

6 Steps for Graph Project Funding
Value Calculation Examples
ROI Planning
Get Graph Projects Funded with Neo4j

Graph & ML for Customer 360

Graph 101 Banking
Banking 360
Intervene with ML & Graph
Predictive Similarity with ML & Graph

Thwart Fraud Using Graph & AI

Prop Graphs for Fraud
ML Algorithms for Fraud Avoidance
Rapid Prototyping for Fraud Apps
Neo4j & Expero Graph

Graph & Machine Learning for Fraud Detection

Graph 101 for Fraud Avoidance
Fraud Machine Learning Algorithms
Visualizations for Fraud Avoidance
Demo: Credit Card Banking

DataStax Edition: Optimizing Logistics & Supply-Chain with Graph

Supply Chain with Datastax Enterprise
Graph 101
Link Prediction
Visualization Examples

Case Studies

Predictive Analytics for Kinsa Health

Can you predict and plan for the flu?

Knowing who has the flu is hard. Doctors assess the small minority of sick people who make it into a clinic and send the test results to the CDC every few weeks. The CDC models this information and retroactively corrects their national influenza like illness (ILI) report every two weeks.

Visualizations