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    Data Crafters Lab


    Unlocking Insights through Data Craftsmanship
    • Data & Redis, 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, Part 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, Part 7

      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
    • Data 101, Part 6

      Data Storage

      Posted on February 8, 2023

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      The Data journey or the data value chain describes the different steps in which data goes from its creation to its eventual disposal. The data journey consists of many stages. The main ones are ingestion, storage, processing, and serving. Each stage has its own set of activities and considerations.  [Read More]
      Tags:
      • storage abstraction
      • data warehouse
      • data lifecycle
      • OLAP
      • SQL
      • data mart
      • data storage
      • file
      • NoSQL
      • data lakehouse
      • block
      • OLTP
      • data lake
      • object
      • bronze layer
      • silver layer
      • gold layer
      • data101
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    Amine El Kouhen - Data Crafters Lab  •  2026

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