Data Analysis

Data strategy is everything

Data availability is usually taken for granted, but the data has already started to get fenced in and with a steadily increasing price tag attached. Soon the party will be over for latecomers.

Calejo is offering the sale of manufactured, artificial data for financial markets, processes and machinery.

All the data in the world will never be enough. Fortunately, we can now circumvent the data-bound limitations of traditional AI methodology, while at the same time maintaining the self-learning aspects and use select real data where and when it is available.

The potential of these artificial data have been realized thanks to Calejo´s research team and a portfolio of in-house artificial intelligence algorithms.

Calejo´s core of researchers go far beyond the simplified narrative of the Deep Learning bandwagon and design algorithms from a more profound understanding of statistical learning. We continuously reverse-engineer the brain and our lab has neural network models that are a generation ahead of the competition.”

Deep Learning

Calejo’s models primarily rely on a new generation of artificial neural networks. An artificial neural network is a system designed to mimic the ability of brain cells to process their information and this remains the most powerful statistical machinery known to man. Neural networks have also gained a surge in popularity with a collection of good design practices that have collectively been branded Deep Learning.

Despite the spread of good guidelines, the frailty of statistical interpretations means that the application of neural networks remains, to a large degree, an art as much as it is a science. Consequently, most of the storytelling fueling Deep Learning has also been disproven in peer-reviewed literature.

Our core of researchers go far beyond the simplified narrative of the Deep Learning bandwagon and design algorithms from a true understanding of statistical learning. We continuously reverse-engineer the brain and have produced neural network models that are a generation ahead of the competition.

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