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Predicting the next trade: recommender systems explained

Predicting the next trade: recommender systems explained

A primer on recommender systems, their theoretical bases, popular modelling techniques and powerful use cases in the field of finance. ...
Concepts behind Natural Language Processing (NLP)

Concepts behind Natural Language Processing (NLP)

We review state-of-the-art Natural Language Processing techniques and their massive relevance for the financial sector in the data era. ...
Machine Learning in 1 (or 2) algorithms

Machine Learning in 1 (or 2) algorithms

We review the principles of Gradient Tree Boosting and Random Forest algorithms to understand what makes these tree-based ML algorithms so effective. ...
Why is Deep Learning so effective?

Why is Deep Learning so effective?

Deep Learning models fit the natural hierarchy and the laws of physics. They are outstanding to crack hard problems but they are not the answer to all. ...
Automated credit scoring

Automated credit scoring

Machine Learning and alternative data are changing the credit scoring paradigm, enabling lenders to widen access to credit, and investors to invest safely. ...
Analytics as a Service (AaaS)

Analytics as a Service (AaaS)

It takes a rare breed of fintech partners, powered by a dedicated technology platform and led by market experts, to rewire the trading floor. ...
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