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    • Apache Spark for Data Engineering and Machine Learning

    Apache Spark for Data Engineering and Machine Learning

    BY
    IBM via Edx

    Brochure Enquire
    Lavel

    Intermediate

    Mode

    Online

    Duration

    3 Weeks

    Fees

    Free

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based
    Learning efforts 2-3 Hours Per Week

    Course and certificate fees

    Type of course

    Free

    certificate availability

    Yes

    certificate providing authority

    IBM

    certificate fees

    ₹4,114

    The syllabus

    Module 1: Spark for Data Engineering

    • Module Introduction and Learning Objectives
    • Video: Spark Structured Streaming (4:28)
    • Video: GraphFrames on Apache Spark (5:02)
    • Video: ETL Workloads (4:22)
    • Video: Introduction to the Pipeline Editor in Elyra (Optional) (11:18)
    • Hands-on Lab: ETL Using Apache Spark
    • Reading: Summary & Highlights
    • Practice Quiz: Spark for Data Engineering
    • Graded Quiz: Spark for Data Engineering

    Module 2: Spark for Machine Learning

    • Module Introduction and Learning Objectives
    • Video: SparkML Fundamentals (5:31)
    • Video: Classification and Regression using Apache Spark (3:40)
    • Video: SparkML Clustering (3:29)
    • Hands-on Lab: Machine Learning with Apache Spark ML
    • Reading: Summary & Highlights
    • Practice Quiz: SparkML
    • Graded Quiz: SparkML

    Module 3: Final Exam and Final Assignment

    • Module Introduction and Learning Objectives
    • Final Exam Instructions
    • Final Exam
    • Project Overview
    • Hands-on Lab: Final Assignment
    • Peer Review: Submit your Work and Review your Peers

    Instructors

    Mr Romeo Kienzler
    Data Scientist
    IBM

    Other Masters

    Mr Karthik Muthuraman
    Software Engineer
    IBM

    Other Bachelors, Other Masters

    Mr Ramesh Sannareddy

    Mr Ramesh Sannareddy
    Instructor
    IBM

    Other Bachelors

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