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Enhancing credit decision making for new applications using ML and Python


This topic discusses the details of an application scorecard, a key risk decisioning tool used across all financial institutions. The talk will cover the aspects of model development on Python leveraging machine learning algorithms. Additionally, a bokeh based interactive visualization tool will be discussed, that will enable the risk officers to take the most profitable decisions.

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases. #PyDataDelhi2019 #PyData #DataScience


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