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    PySpark Training

    BY
    Mindmajix Technologies

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    Mode

    Online

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study, Virtual Classroom
    Mode of Delivery Video and Text Based
    Frequency of Classes Weekdays, Weekends

    Course and certificate fees

    certificate availability

    Yes

    certificate providing authority

    Mindmajix Technologies

    The syllabus

    Getting started with PySpark

    • Introduction to Spark
    • Using Spark in Python
    • Using DataFrames
    • How to create a SparkSession
    • Viewing tables
    • Add some Spark to your data

    Data manipulation

    • Create columns
    • SQL overview
    • Filtering Data
    • Aggregating
    • Grouping and Aggregating 
    • Joining
    • Model tuning and selection

    Getting to know machine learning pipelines

    • Machine Learning Pipelines introduction
    • Join the DataFrames
    • Data types
    • String to integer
    • Create a new column
    • Making a Boolean
    • Assemble a vector
    • Create the pipeline
    • Data transformation
    • Split the data

    Model tuning and selection

    • What is logistic regression and how does it work?
    • Construct the modeler
    • Cross-validation
    • Make an evaluator.
    • Create a grid.
    • Create a validator.
    • Complement the model (s)
    • Using binary classifiers to evaluate
    • Examine the model.

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