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    Data Crafters Lab


    Unlocking Insights through Data Craftsmanship
    • Data & Redis series - part 2

      Data Storage with Redis

      Posted on February 28, 2023

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      Data Storage refers to how data is retained once it has been acquired. Storage runs across the entire data journey, often occurring in multiple places in a data pipeline, with storage systems crossing over with source systems, ingestion, transformation, and serving. In many ways, how data is stored impacts how it... [Read More]
      Tags:
      • cache
      • data structure
      • data storage
      • distributed lock
      • full-text search
      • message queue
      • rate limiter
      • Redis
      • session store
    • Data & Redis series - part 1

      Data Ingestion with Redis (Hands-on)

      Posted on February 21, 2023

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      “Data & Redis” is a series that introduces Redis as a real-time data platform. Through this series, you will learn how to collect, store, process, analyze, and expose data in real time using a wide variety of tools provided by Redis. Redis is an open-source, in-memory data store used as... [Read More]
      Tags:
      • CDC
      • Debezium
      • Hands-On
      • RDI
      • batch ingestion
      • data ingestion
      • RIOT
      • stream ingestion
      • Redis
    • Data & Redis - Overview

      Choosing the Right Data Architecture with Redis

      Posted on February 18, 2023

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      “Data & Redis” is a new series that introduces Redis as a real-time data platform. Through this series, you will learn how to collect, store, process, analyze, and expose data in real time using a wide variety of tools provided by Redis.  [Read More]
      Tags:
      • data ingestion
      • data processing
      • data storage
      • data serving
      • kappa
      • lambda
      • RDI
      • Redis
      • Redis Gears
      • Redis SQL
      • Redis Streams
      • RIOT
    • Data 101 series - part 8/8

      Data Serving

      Posted on February 15, 2023

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      You’ve reached the last stage of the data journey - serving data for downstream use cases. Now that the data has been ingested, stored, and processed into coherent and valuable structures, it’s time to get value from your data.  [Read More]
      Tags:
      • business analytics
      • data virtualization
      • data serving
      • data101
      • feature store
      • federated queries
      • machine learning
      • reverse ETL
      • semantic layer
      • vector database
    • Data 101 series - part 7/8

      Data Processing

      Posted on February 12, 2023

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      Up to this stage, data has primarily been passed from one place to another or stored. In this article, you’ll learn how to make it useful. Data Processing involves transforming raw data into valuable insights through analysis techniques like machine learning algorithms or statistical models depending on what type of... [Read More]
      Tags:
      • data encoding
      • data lineage
      • normalization
      • data preparation
      • data processing
      • data quality
      • data cleaning
      • denormalization
      • SQL
      • data discovery
      • data transformation
      • data modeling
      • normal forms
      • kimball
      • data vault
      • SCD
      • data101
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    Amine El Kouhen - Data Crafters Lab  •  2024

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