Data Engineering, Data Warehouse, Data Lake, Big Data, Big Data Analytics.
processes. Data lakes, often based on cloud storage systems like S3, GCS, and HDFS, along with orchestration tools and distributed processing like Apache Spark, have made it easier to handle large volumes of data. However, data warehouses continue to play a vital role in efficient data management