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Data Lakehouse

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Data Lakehouse — Learning Path Steps

  1. Step 1: Understand the Basics of Data Lakehouse
    • Data Lake
    • Data Warehouse
    • Data Lakehouse
  2. Step 2: Learn the Fundamentals of Data Lakehouse Architecture
    • Data Ingestion
    • Data Storage
    • Data Processing
    • Data Governance
  3. Step 3: Familiarize Yourself with Data Lakehouse Technologies
    • Apache Hadoop
    • Apache Spark
    • Apache Hive
    • Apache Delta Lake
  4. Step 4: Understand Data Lakehouse Best Practices
    • Schema Evolution
    • Data Partitioning
    • Data Lakehouse Security
    • Data Lakehouse Performance Optimization
  5. Step 5: Gain Hands-on Experience with Data Lakehouse
    • Setting up a Data Lakehouse Environment
    • Data Ingestion and Transformation
    • Data Querying and Analysis
    • Data Lakehouse Maintenance and Monitoring
  6. Step 6: Explore Advanced Data Lakehouse Concepts
    • Real-time Data Processing
    • Machine Learning on Data Lakehouse
    • Data Lakehouse Integration with Other Systems
    • Data Lakehouse Scalability and High Availability