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Two-tier sector rotation portfolio: A data-driven quantitative approach to a multi-layer tactical asset allocation

Two-tier sector rotation portfolio: A data-driven quantitative approach to a multi-layer tactical asset allocation

Nov 21, 2018 | Portfolio Models and Optimization

At Kavout, we believe that the application of artificial intelligence (AI) and machine learning (ML) is the next transformative force to change the investment and wealth management landscape. Kavout has developed model portfolios based on vetted and established...
How Kavout is using AI to help analysts augment factor-based asset selection

How Kavout is using AI to help analysts augment factor-based asset selection

Nov 21, 2018 | Asset Selection

We recently spoke with Isabell, Kavout’s Chief Commercial Officer, to discuss factor-based asset selection methods which include traditional approaches to developing them, and some new solutions Kavout has developed to make analysts smarter and getting better at what...
5 reasons you should consider machine learning methods for assets price forecasting

5 reasons you should consider machine learning methods for assets price forecasting

Nov 20, 2018 | Forecast Engine

The financial industry has developed a variety of analytical tools such as fundamental analysis, technical analysis, and statistical analysis for asset prices forecasting. While these traditional analytical methods are useful, it’s no longer sufficient to compete and...
The same or different? How AI, ML and DL relate to each other

The same or different? How AI, ML and DL relate to each other

Nov 20, 2018 | Machine Learning

With the rise in popularity of artificial intelligence, there are three terms many people tend to use interchangeably: artificial intelligence (AI), machine learning (ML) and deep learning (DL). While AI, ML and DL are related to each other, they aren’t exactly the...

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