Data Science & Machine Learning

see also:

Fraud Detection

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Lightning Talks

Keeping Humans in the Machine Learning Loop

• Verification
• Software & Hardware Trust
• Machine Learning Automation
• Lower Barrier Adoption

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

Humans in Machine Learining

• Increase Accuracy
• Trained Algorithms
• User Ratings
• Quality Assurance in ML

Demos

Linking Unstructured Data Using Machine Learning

Tensorflow
Document Management
Relationships
Graph

Online Seminars

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

Graph & Machine Learning for Fraud Detection

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

Thwart Fraud Using Graph & AI

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

DataStax Edition: Optimizing Logistics & Supply-Chain with Graph

Supply Chain with Datastax Enterprise
Graph 101
Link Prediction
Visualization Examples

Visualizations

Trending Topics in Data Science & Machine Learning

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Machine Learning: A Brief Intro

What is machine learning for? How can I group my users into market segments? Machine learning can provide insight to help answer these types of questions.