The Weather Company (TWCo) needed a robust Machine Learning Operations (MLOps) platform to support their growing data science team, and to create predictive, privacy-friendly machine learning (ML) models. The existing cloud environment lacked transparency for ML jobs and monitoring, making collaboration challenging. TWCo partnered with AWS Machine Learning Solutions Lab (MLSL) to enhance its MLOps…
Artificial intelligence (AI) and machine learning (ML) advancements are transforming the financial industry, enabling new use cases such as fraud detection and creditworthiness assessment. Access to large, disparate datasets, such as credit decision engines and customer transactions, is required for model development. The challenge is managing secure and compliant data access for data scientists working…