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Experimenting Azure Automated Machine Learning

Experimenting Azure Automated Machine Learning

by smartlake | Sep 19, 2020 | Blog, Machine Learning

Customer churn 2 Years ago I published a series of articles on LinkedIn related to customer churn ( this is part I https://www.linkedin.com/pulse/machine-learning-predict-customer-churn-accuracy-patrick-rotzetter/). I tested a few approaches and showed how to explain...
Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

by smartlake | Apr 18, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management

Building Blocks In the first part of the series we have shown how to define intents and capture dialog attributes using AWS Lex and AWS Lamda functions (https://smartlake.ch/onboarding-virtual-assistant-for-banking-behind-the-scene-part-i/). We will dive now a little...
Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )

Onboarding Virtual Assistant for Banking: Behind the Scene ( Part I )

by smartlake | Apr 11, 2020 | Artificial Intelligence, banking, Blog, chatbot, Machine Learning, NLP, wealth management

Building Blocks In a previous article,https://smartlake.ch/onboarding-virtual-assistant-for-banking-adding-product-recommendations/, we have shown the integration of product recommendation in a simple onboarding dialogue. In this article we are going to show how we...
Experimenting Azure Automated Machine Learning

Natural Language Processing: Smarter conversations using Spacy

by smartlake | Mar 22, 2020 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining

Introduction In the previous 6 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 model using pattern matching function...

Personalizing Client Interaction in Financial Services

by smartlake | Jan 1, 2020 | banking, Blog, Machine Learning

Background All financial services providers need more personalized offerings when interacting with clients and especially new clients. As a client I want to get some personalized recommendations on what to do next or which product to choose. Banks and other providers...
Experimenting Azure Automated Machine Learning

Natural Language Processing: Resume Comparison Engine (Part 6)

by smartlake | Dec 27, 2019 | Artificial Intelligence, Blog, Machine Learning, NLP, text mining

Introduction In the previous 5 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 model using pattern matching function...
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Recent Posts

  • Experimenting Azure Automated Machine Learning
  • Onboarding Virtual Assistant for Banking: Behind the Scene ( Part II )
  • Onboarding Virtual Assistant for Banking: Behind the Scene ( Part I )
  • Natural Language Processing: Smarter conversations using Spacy
  • Personalizing Client Interaction in Financial Services

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Artificial Intelligence banking chatbot chatbots client management dataanalysis data privacy datascience deeplearning federated learning financial services fraud detection machine learning Natural Language Processing NLP personalization project management python R spacy text mining virtualassistant wealth management wealthtech