by smartlake | May 26, 2019 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining
Introduction In the previous 4 articles we have illustrated the usage of Google and AWS NLP APIs. We have also experimented the spacy library to extract entities and nouns from different documents. We have shown how to improve the modle using pattern matching function...
by smartlake | May 1, 2019 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining
Introduction In the previous 3 articles we have illustrated the usage of Google and AWS NLP APIs and experimented the spacy library to extract entities and nouns from different documents. We have chosen to use personal profiles and job description, as this is a common...
by smartlake | Apr 24, 2019 | Artificial Intelligence, Machine Learning, NLP, text mining
Introduction In the first two articles of the series we have shown how to use the Google NLP andthe AWS Comprehend API to extract words from a person profile and compare it to a job description...
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 | 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...
