Organizations are moving into an era of data intelligence, using AI to understand and leverage enterprise data. This evolution was fueled by advancements like data lakehouse architecture, Apache Spark, Delta Lake, and MLflow. Over the past decade, these technologies helped break down data silos, streamline data management, and enable advanced analytics and AI. GenAI now drives this transformation further, allowing businesses to customize AI systems for their unique needs, improving both efficiency and governance in data handling.
Table of contents
The early days of dataThe onset of big dataThe age of data intelligence is hereBig data: Laying the groundwork for innovationApache Spark: Igniting a new generation of analyticsDelta Lake: The power of the open file formatMLflow: The rise of data science and machine learningData lakehouse: Breaking down the data barriersGenAI / MosaicAIFrom information to intelligenceSort: