Data Management
How data-driven strategies can strengthen risk management in corporate banking
For decades, risk management relied heavily on historical data and reactive measures. Loan approvals were based on heuristic records, fraud detection focused…
6 data engineering fundamentals to accelerate generative AI deployment in banking
Generative AI-based models are quickly becoming essential solutions for enhancing operational efficiency, improving customer experiences, and mitigating risks in the banking and…
Best practices for faster development of data pipelines on Databricks using dbx
The efficient development of data pipelines is critical for businesses to extract actionable insights from their data. Inefficient data pipelines can result…
Scalable data architecture to create seamless digital banking experiences
The need for seamless banking experiences and personalized services is driving banks to leverage data and analytics for effective decision-making. According to…
Defining the right data analytics KPIs to drive business success
Business leaders often find it challenging to determine the right success metrics to assess the impact of Data and Analytics(D&A) programs. A…
Real-time marketing measurement with multi-touch attribution for CPG
Digital marketers are looking for near-real-time intelligence on each customer touchpoint to optimize campaigns and create personalized customer experiences. Multi-touch attribution (MTA)…
How to setup Snowflake backup confirmation and alert notifications
Data backups are key to ensuring business continuity. However, it is important to track if the backups are successful with a notification…
How to enhance cloud data security for financial institutions
Over the past few years, banking and capital market firms have increasingly realized that the cloud is more than just a solution…
Top 5 model training and validation challenges that can be addressed with MLOps
Digitalization turned from being an advantage into a necessity for organizations across the industries in the last couple of years. As the…