What does Lucena have to say about the value of #MachineLearning? Read all about it in this week's infographic: http://lucenaresearch.com/utilizing-cointegration-for-frx/
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The Value of Machine Learning
1. Automation allows for more innovation of skilled tasks
which increases job opportunities.
All the data in the world means nothing if you can’t find
a way to leverage it.
Service
Delivery
Service
Assurance
IT Infrastructure
support
Customer
Care Finance
Machine Learning (ML) is a type of artificial intelligence (AI) that enables
computers to learn without being explicitly programmed. Applications of ML
range from face recognition and language translation, to stock price
prediction. ML programs are able to perform better over time as they gain
experience from interaction with the world.
Lucena’s Machine Learning Applications
Worried about robots stealing our jobs?
Our Signals’ Success Rates (120 Days)
SUCCESS RATE AVG MONTHLY RETURN
For more information, contact us at info@lucenaresearch.com
or visit our website: www.lucenaresearch.com
Lucena Research
Predictive Analytics
THE VALUE OF
MACHINE
LEARNING
EVERY COMPANY CAN NOW BE A DATA COMPANY.
FIND OUT HOW LUCENA CAN DRIVE YOUR SUCCESS.
Reduced Manual Hours
Improved Operational Efficiency
Improved Employee Morale Improved Customer Satisfaction
Customers are served more promptly
and accurately, freeing up employees to
focus on customer needs.
Robots can remove mundane and
repetitive tasks freeing up employees to
contribute in more innovative ways.
The automation of manual activities
can reduce labor costs and create
opportunities to repurpose labor for
other gains.
Robots can run 24/7/365, are scalable,
auditable, and managed by IT.
What is Machine Learning?
Benefits of Machine Learning
MOMENTUM FOLLOWING 67.95% 2.08%
3.30%
2.45%
1.35%
1.39%
MEAN REVERSAL 81.29%
SECTOR SPECIFIC 71.67%
MARKET TIMING 58.45%
INDEX TIMING 75.94%
MACHINE
LEARNING
PORTFOLIO CONSTRUCTION
EXECUTION GUIDELINES
CROSS VALIDATION
ROBUSTNESS TESTING
BACKTEST SIMULATION
RISK MITIGATION
PORTFOLIO REPLICATION
EQUITY-BASED
FRX BASED
EVENT BASED
FIXED INCOME
STRATEGY CREATION
IDEA GENERATION
CLASSIFICATION
FORECASTING
HEDGING
DIVERSIFICATION
DERIVATIVES