Modernizing data platforms is no longer just about moving to the cloud. Organizations are under pressure to build data environments that not only scale, but also support real-time analytics, governed ...
Citi Bike raw data -> HDFS + MinIO -> Spark clean/normalize -> MySQL -> Kafka realtime -> Hadoop MapReduce -> MySQL report tables -> Streamlit GUI + Superset ...
𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐓𝐨𝐨𝐥𝐬 1-Data Ingestion Apache Kafka: A distributed data streaming platform designed for real-time ...
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🚀 Hadoop to Snowflake Migration Architecture | S3 + PySpark ETL + Snowpipe Sharing a high-level architecture for migrating enterprise-scale data from Hadoop to Snowflake using AWS S3, PySpark ETL, ...