Скачать с ютуб Transform data lake to data lakehouse using Apache Iceberg | Real time ETL | Kafka | Data Lake в хорошем качестве

Transform data lake to data lakehouse using Apache Iceberg | Real time ETL | Kafka | Data Lake

🚀 Exciting News! Today we're transforming the open source data lake to a data lakehouse! 🌊📊 🌊 Imagine combining the best of data lakes and data warehouses into one powerful, unified system. That's exactly what a data lakehouse offers! 🌟 🔍 Key Benefits: Scalability & Flexibility: Easily manage vast amounts of structured and unstructured data. Cost-Efficiency: Optimize storage costs with tiered data storage. Real-Time Analytics: Enable faster insights with integrated data processing. Simplified Architecture: Reduce complexity by consolidating your data ecosystem. 🔗 Whether you’re dealing with big data analytics, machine learning, or real-time data processing, a data lakehouse is the innovative solution that bridges the gap between traditional data warehouses and modern data lakes. 🚀 Embrace the future of data with a data lakehouse and transform the way you handle data! #apachekafka #datalakehouse #etl Link to data lake GitHub repo: https://github.com/hnawaz007/pythonda... Link to Kafka GitHub repo: https://github.com/hnawaz007/pythonda... Link to the whole series: https://hnawaz007.github.io/datalake.... Link to Kafka Spark series:    • PySpark | Apache Spark   Link to Data Lake video:    • How to build on-premise Data Lake? | ...   Link to real-time data analysis using Clickhouse and Streamlit:    • Kafka Real-Time data analysis with St...   Link to confluent S3 connector: https://www.confluent.io/hub/confluen... Link to S3 connector configs: https://blog.min.io/kafka_and_minio/ Link to Apache Iceberge Deep Dive video:    • Data Lakehouse workflow Apache Iceber...   Link to Channel's site: https://hnawaz007.github.io/ -------------------------------------------------------------- 💥Subscribe to our channel:    / haqnawaz   📌 Links ----------------------------------------- Follow me on social media! 🔗 GitHub: https://github.com/hnawaz007 📸 Instagram:   / bi_insights_inc   📝 LinkedIn:   / haq-nawaz   🔗   / hnawaz100   🚀 https://hnawaz007.github.io/ ----------------------------------------- Topics in this video (click to jump around): ================================== 0:00 - Introduction to Data Lake, Data Lakehouse, Iceberge 1:25 - Create Avro S3 Sink Connector 2:01 - Add db records for Streaming 2:08 - S3 Bucket 2:30 - Trino Create External Table 3:03 - Create Iceberg Table & Insert Data 3:38 - Iceberg DML Opertations - Delete 4:13 - Iceberg Schema Evolution 5:15 - Time Travel 6:07 - Rollback 6:50 - Summary & Recap