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This project focuses on building a data lake in Google Cloud Platform (GCP) for Retailer DomainThe goal is to centralize, clean, and transform data from multiple sources, enabling Retailers providers and insurance companies to streamline billing, claims processing, and revenue tracking.GCP Services Used:Google Cloud Storage (GCS): Stores raw and processed data files.BigQuery: Serves as the analytical engine for storing and querying structured data.Dataproc: Used for large-scale data processing with Apache Spark.Cloud Composer (Apache Airflow): Automates ETL pipelines and workflow orchestration.Cloud SQL (MySQL): Stores transactional Electronic Medical Records (EMR) data.GitHub & Cloud Build: Enables version control and CI/CD implementation.CICD (Continuous Integration & Continuous Deployment): Automates deployment pipelines for data processing and ETL workflows.Techniques involved : Metadata Driven ApproachSCD type 2 implementationCDM(Common Data Model)Medallion Architecture Logging and MonitoringError HandlingOptimizationsCICD implementationmany more best practicesData SourcesMySQL Retailer DatabaseMySQL Supplier DatabaseAPI Reviews (api-reviews)Expected OutcomesEfficient Data Pipeline: Automating the ingestion and transformation of RCM data.Structured Data Warehouse: gold tables in BigQuery for analytical queries.After Analysis, Looker BI is used to generate dashboards and reports based on gold-layer tables.All processes (data extraction, loading into GCS, transformation in BigQuery) are managed using Apache Airflow, ensuring automation, scheduling, and monitoring.
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With an impressive 4.6 rating and 45 students already enrolled, this Udemy free course has proven its value. The course includes 6 comprehensive lessons and X hours of video tutorials, all taught in English. What sets this free online course apart is its complete end-to-end project approach using real retail domain scenarios. Upon completion, you'll receive a certificate to showcase on LinkedIn and your resume. Plus, with mobile access, you can learn anytime, anywhere—perfect for busy professionals. This IT & Software course in the Other IT & Software niche is regularly updated and includes lifetime access, meaning you can revisit materials whenever you need a refresher.
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