Traditional banks relying on on-premises infrastructure can no longer effectively manage risk. This solution helps FSIs adopt a more agile approach to risk management by unifying data and AI.
Data analytics and machine learning in financial services
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Solution Accelerators for Financial Services
Based on best-practices from our work with the leading brands, we’ve developed solution accelerators for common data analytics and machine learning use cases to save weeks or months of development time for your data engineers and data scientists.
Modernize Risk Management
Blog/Notebook:
Modernisierung des Risikomanagements Teil 1: Streaming-Daten-Einspeisung, rasante Modellentwicklung und Monte-Carlo-Simulationen in großem Maßstab
Modernizing Risk Management Part 2: Aggregations, Backtesting at Scale and Introducing Alternative Data
Loan Risk Analysis with XGBoost
Simplifying Streaming Stock Analysis
Webinar:
Data-driven ESG
ESG is widely considered a top-level initiative to achieve resilience and sustainable profitability in a rapidly evolving economic and environmental landscape. This solution provides companies and investors a holistic and data-driven view into ESG performance.
Blog/Notebook:
Ebook:
Case study:
Fraud Prevention with Predictive Analytics
Curbing fraudulent or malicious behavior — from fraudulent securities trading to money laundering — is key to mitigating negative revenue impact. This solution provides ways to leverage data and machine learning to detect anomalies.
Blog/Notebook:
Webinar:
Detecting Financial Fraud at Scale with Machine Learning & Databricks
Technical Talks: Credit Fraud Prevention with Spark and Graph Analysis
Ebook:
Case study: