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…
Traditionally, sourcing relevant information from documents is laborious and often frustrating. This inefficiency not only affects productivity but also leads to the risk of missing critical information hidden within the document. The advent of chatbots in the conversational artificial intelligence (AI) domain has transformed this process. Using natural language processing (NLP) and machine learning (ML),…
In the software development world, code review and approval are vital steps for ensuring software quality, functionality, and security. However, managers often face challenges with these processes, including lack of technical expertise, time constraints, high volumes of change requests, manual effort requirements, and necessary documentation. Generative artificial intelligence (AI) combined with AWS deployment tools and…