by smartlake | Apr 22, 2019 | Machine Learning, NLP, text mining
Introduction In the first article of the series we have shown how to use the Google NLP API to extract words from a person profile and compare it to a job description (https://smartlake.ch/natural-language-processing-experimenting-entity-recognition-part-1/). In this...
by smartlake | Apr 21, 2019 | Artificial Intelligence, Blog, Machine Learning, text mining
Introduction Natural language processing is one of the most promising areas of machine learning and artificial intelligence today and the area that is growing the fastest. There are lots of figures out there that are trying to predict the growth of the market, but I...
by smartlake | Apr 5, 2019 | Artificial Intelligence, banking, Blog, Machine Learning, wealth management
This is the abstract of an article that is currently in preparation and that I am planning to publish about the use of machine learning in wealth management. Abstract There is a lot of buzz aroundartificial intelligence (AI) and machine learning (ML) and...
by smartlake | Sep 7, 2018 | Artificial Intelligence, banking, Blog, Machine Learning, wealth management
Client management and specifically on-boarding in banking and wealth management is still a tedious and complex process. It typically requires collecting, cleaning and processing of client data, applying a number of more or less automated rules and finally some human...
by smartlake | Aug 17, 2018 | Artificial Intelligence, Machine Learning, wealth management
Background There is a lot of buzz around artificial intelligence and machine learning and their application to financial services, in general, and specifically around chatbots, robo advice and fraud detection for example. A lot of articles are published on daily basis...
by smartlake | Aug 2, 2018 | Artificial Intelligence, Blog, Machine Learning
Deep Learning has been around for quite a while. I can remember my colleagues at a big Swiss bank some while ago implementing neural networks in the 90s, yes I know this looks like centuries ago, but at that time people were still using Next computers, small and nice...
