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    Certificate in Big Data Testing

    BY
    Vskills

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    Mode

    Online

    Fees

    ₹ 1999

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 1,999
    certificate availability

    Yes

    certificate providing authority

    Vskills

    The syllabus

    Module 1 - Introduction to Big Data Testing

    • Overview of Big Data
    • Importance of Testing in Big Data Projects
    • Challenges in Testing Big Data Applications

    Module 2 - Big Data Technology Fundamentals

    • Hadoop Ecosystem
    • Apache Spark
    • NoSQL databases (e.g., MongoDB, Cassandra)
    • Apache Kafka

    Module 3 - Big Data Testing Strategies

    • Testing approaches and methodologies
    • Test Planning for Big Data Projects
    • Data Validation and Integrity Testing
    • Performance Testing for Big Data Systems

    Module 4 -Testing Tools for Big Data

    • Hadoop Testing Tools (e.g., HadoopUnit, MRUnit)
    • Spark Testing (e.g., SparkUnit, Spark-testing-base)
    • NoSQL Database Testing Tools
    • Data Ingestion Testing Tools

    Module 5 - Data Quality and Data Governance in Big Data

    • Data Quality Assessment
    • Data Profiling and Cleansing
    • Metadata Management in Big Data

    Module 6 - Security and Compliance Testing in Big Data

    • Security Testing in Big Data Environments
    • Compliance Testing and Regulatory Requirements

    Module 7 - Performance and Scalability Testing

    • Load Testing
    • Stress Testing
    • Scalability Testing in Big Data Systems
    • Testing Data Processing Techniques
    • Batch Processing Testing
    • Real-time Data Processing Testing
    • ETL (Extract, Transform, Load) Testing

    Module 8 -Fault Tolerance and Resilience Testing

    • Fault Injection Testing
    • Disaster Recovery Testing
    • High Availability Testing

    Module 9 -Big Data Analytics and Visualization Testing

    • Testing Data Analytics Algorithms
    • Validation of Data Visualization Tools

    Module 10 - Use of Automation in Big Data Testing

    • Test Automation Frameworks for Big Data
    • Scripting and Automated Testing Tools

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