Applications of ML and Deep Learning in Financial Services - Presentation Materials

Identifying profitable trades using Deep Learning

Please download the PDF above (Identifying-profitable-trades-using-Deep-Learning.pdf).

A practical guide towards explainability and bias evaluation in machine learning

• Contents of the presentation - including the jupyter notebook and the data: Link: https://github.com/EthicalML/explainability-and-bias
• XAI Open Source Library maintained by The Institute for Ethical AI & Machine Learning: Link: https://github.com/EthicalML/xai
• Curated list of machine learning operations open source tools: Link: https://github.com/EthicalML/awesome-machine-learning-operations
• Website for The Institute for Ethical AI & Machine Learning: Link: https://ethical.institute/

Anomaly Detection - Fraud Analytics

Please download the PDF above (Anomaly-Detection-Fraud-Analytics.pdf).

Turning qualitative data into quantitative data via NLP and Graphs: A use case

Not yet available.