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DataKorea-Python_Data_생태계_오늘과_내일

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Avatar for Sungmin Han Sungmin Han
October 15, 2023
Technology
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 DataKorea-Python_Data_생태계_오늘과_내일

Avatar for Sungmin Han

Sungmin Han

October 15, 2023

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Transcript

  1. Python Data 생태계 오늘과 내일 Data Korea

  2. Data architecture trends Data Processing Logging Analysis Visualize AI

  3. Google Trend: Python Data Framework 2016 3Q - 2021 3Q

    (5yr)

  4. GitHub Stars: Python Data Framework 2010 ~ 2021 For Open

    source Project

  5. Incubator & Foundation Apache Foundation Apache Airflow Apache Superset Apache

    Hadoop Apache Hive Apache Tez Apache Kafka Apache Drill Apache Beam Apache Cassandra Apache Impala Apache Hudi Apache Flink Apache Spark Apache Parquet Apache Hue Apache CouchDB And many other things...

  6. Data Eco-system in Enterprize Databricks Apache Spark Delta Lake Redash

    Koalas

  7. Data Eco-system in Enterprize Spark Spark SQL Spark Streaming MLlib

    GraphX SparkR PySpark

  8. Data Eco-system in Enterprize Elastic Elasticsearch Kibana Logstash Beats Observability

    Security Elastic Cloud

  9. Data Eco-system in Enterprize BigQuery Data Flow Vertex AI Firebase

    Realtime Database TFDV Google Firebase Firestore Dataproc Dataprep Pubsub Bigtable Spanner Data Studio Google Dremel F1 Data Fusion Datalab Dataset Search And many other things...

  10. Data Eco-system in Enterprize Presto Facebook Prophet RocksDB ZippyDB LogDevice

    OpenBIC fbzmq NeuralCompression Haxl

  11. Data Eco-system in Enterprize LinkedIn Star-tree Apache Pinot Apache Kafka

    Apache Samza Apache DataFu Cubert Dr. Elephant Voldemort White Elephant Gobblin

  12. Data Eco-system in Enterprize Uber Petastorm Apache Hudi vis.gl Marmaray

    deck.gl AVS M3 H3 AresDB kepler.gl

  13. Data Eco-system in Enterprize Airbnb Airpal Apache Airflow visx Apache

    Superset Omniduct Aerosolve ReAir

  14. Data Eco-system in Enterprize Spotify luigi scio heroic annoy ratatool

    pyschema styx hdfs2cass featran big-data-rosetta-code

  15. The world of Database RDBMS NoSQL GraphDB Specialized DB MySQL

    PostgreSQL MongoD B Dgraph InfluxDB MariaDB Oracle MSSQL Cassandra Redis hbase Couchbase DynamoDB Cayley Arangodb Neo4j Orientdb Janusgraph RethinkDB AresDB Spanner

  16. Data Eco-system in sight Enterprize Open Source Cloud

  17. Data with AI Feature Store Data Validation Dataset Catalog Tecton

    Feast TFDV DVC MetaCat Hopswork Vertex AI michelangelo alibi-detect scikit-multiflow TorchDrift Hub Apache Atlas DataHub amundsen megda

  18. Introduce Data Korea Community https://www.facebook.com/groups/362069702038744 Facebook Group since 2021.07.23