SAP | APO Lightning Talk

2021-05-10

SAP | APO Lightning Talk

Understand how SAP APO allows one to view plans at a high level
Learn how this system points to daily alerts that are worth spending time on
Detect which parts of your plans are not feasible
Use APO for quick what-if scenario modeling and collaboration

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2021-03-15

Actimize Complement

Learn how Expero's fraud detection system integrates with Actimize
Understand Expero's graph detection methodologies
How the Expero system uses graph machine learning methods to view interactions
Fraud analytics from Actimize AML output in Expero UI

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2020-01-13

UX Design for Data Products

Improving data products through UX design
Understanding, trusting, & taking action on data
Workflows, information hierarchy, & design systems
Testing designs to gain insights and iterate

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2019-11-06

Machine Learning CI/CD Pipelining

Productionizing machine learning
Machine learning CI/CD deployment
Delivering ML outcomes to users
Data science production

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2019-11-05

What is a Data Product?

Data Products
Machine Learning CI/CD Pipeline
Data Science as a Product
Scalable Data Science

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2019-08-28

Apache Kafka 101

Apache Kafka Overview
Producer + Consumer API
Kafka Connect, Kafka Streams API, and KSQL
Use Cases

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2019-08-27

Alternative Investments: Part 3

User Experience and Expectations
Millennials in the Workforce
Modernization
Modern UI Conventions

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2019-08-27

Alternative Investments: Part 2

Technology Stack - Laggard / Status Quo / Innovator
Outdated Technology
Missed Opportunities
Buy / Sell Recommendations

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2019-08-27

Alternative Investments: Part 1

Intro to Alternative Investments
Growth and Changing ROI Expectations
Standardization & Data Fabric
Real-time Analytics

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2019-07-18

Supernodes

Big data
Influence scoring
Data partitions
Janusgraph

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2019-07-18

Graph For Supply Chain

Data modeling
Distribution networks
Resource planning
Process optimization

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2019-07-18

Graph For IoT

Internet of Things
Time-series data
Network of devices
Data visualization

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2019-07-11

Bond Trading Platform Software

Financial services
Bond trading
Dashboards and analytics
Custom software

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2019-05-29

Entitlements

ID management
Entitlements
Permissions
Gated Content

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2019-05-23

Keeping Humans in the Machine Learning Loop

Verification
Software & Hardware Trust
Machine Learning Automation
Lower Barrier Adoption

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Transportation, Auto & Infrastructure

Risk Based Characteristics
Varied Infrastucture
Risk Scoring
Time-Series Forecasting

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Machine Learning For Oil & Gas (Part 1)

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

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Machine Learning For Structured Finance

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

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Model Interpretability

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

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Local vs Remote Repositories in Git

Git Pushes
Git Pulls
Repository Cloning
Git Fetching

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Machine Learning For Supply Chain

Demand Prediction
Inventory Planning
Forecasting
Neural Networks

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Linear Regression in Machine Learning

Simple Models
Line of Best Fit
Scatter Plots
Customer Satisfaction

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Deploying Machine Learning Systems

Scatter Plots
ML Behind the Scenes
Satisfaction Scoring
Linear Regression

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Merge vs Rebase in Git

Feature Branching
Staging Features
Working Repositories
Discrepancy Resolution

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