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 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 30, 2018 | Blog, text mining
Text mining can be fun and applied to practical day to day tasks. One example of text mining is matching a resume to a job description. A resume or online profile can be compared to job postings in order to check commonly used words for example. That will help...
by smartlake | Sep 15, 2018 | banking, Blog, chatbot
In the previous article on the same topic https://smartlake.ch/banking-assistant-interaction-made-easy/, I shared a few lessons learned while developing a simple chatbot for client on-boarding and came to the conclusion that technology was not the main challenge, but...
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...
