Remove Apache Kafka Remove Data Preparation Remove SQL
article thumbnail

How Thomson Reuters delivers personalized content subscription plans at scale using Amazon Personalize

AWS Machine Learning Blog

The rules in this engine were predefined and written in SQL, which aside from posing a challenge to manage, also struggled to cope with the proliferation of data from TR’s various integrated data source. TR customer data is changing at a faster rate than the business rules can evolve to reflect changing customer needs.

AWS 75
article thumbnail

Discover the Most Important Fundamentals of Data Engineering

Pickl AI

By implementing efficient data pipelines , organisations can enhance their data processing capabilities, reduce time spent on data preparation, and improve overall data accessibility. Data Storage Solutions Data storage solutions are critical in determining how data is organised, accessed, and managed.

article thumbnail

Predicting the Future of Data Science

Pickl AI

Augmented Analytics Augmented analytics is revolutionising the way businesses analyse data by integrating Artificial Intelligence (AI) and Machine Learning (ML) into analytics processes. Real-Time Data Processing The demand for real-time analytics is growing as businesses seek immediate insights to drive decision-making.