Bayada's Snowflake-to-Databricks Migration - Transforming Data for Speed and Efficiency
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Overview
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Learn how Bayada Home Health Care transformed its data ecosystem through a comprehensive migration from Matillion+Snowflake and SSIS+SQL Server to a unified Enterprise Data Platform powered by Databricks. Discover the strategic decision-making process behind selecting Databricks for its scalability, real-time analytics capabilities, and ability to handle both structured and unstructured data. Explore the implementation of Databricks' Medallion architecture to enable seamless data integration, advanced analytics, and machine learning across critical business domains including general ledger, recruitment, and activity-based costing. Understand the projected performance improvements including 35% reduction in data processing times, enhanced reporting accuracy, 40% decrease in reconciliation efforts, 20% reduction in operational costs, and 15% efficiency boost through real-time analytics. Gain insights from Bayada's Chief Data and Analytics Officer, senior leadership from Tredence Inc, and the Head of Data Architecture & Governance as they share practical lessons learned, implementation challenges overcome, and best practices for building a high-performance data platform that accelerates insights, drives operational efficiency, and fosters organization-wide innovation in the healthcare industry.
Syllabus
Bayada’s Snowflake-to-Databricks Migration: Transforming Data for Speed & Efficiency
Taught by
Databricks