the value of machine learning
TRANSCRIPT
Automation allows for more innovation of skilled tasks which increases job opportunities.
All the data in the world means nothing if you can’t finda way to leverage it.
Service Delivery
ServiceAssurance
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
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Lucena ResearchPredictive Analytics
THE VALUE OFMACHINELEARNING
EVERY COMPANY CAN NOW BE A DATA COMPANY.
FIND OUT HOW LUCENA CAN DRIVE YOUR SUCCESS.
Reduced Manual Hours
Improved Operational E�iciency
Improved Employee Morale Improved Customer SatisfactionCustomers 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%
MACHINELEARNING
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
FORECASTINGHEDGING
DIVERSIFICATION
DERIVATIVES