Apache Spark

Apache Spark is a unified analytics engine for large-scale data processing, used for big data and machine learning tasks. Coursera's Apache Spark skill catalogue teaches you about this powerful tool for handling big data analytics. You'll learn the fundamentals of Spark's distributed computing model, its powerful data processing capabilities, and how to implement machine learning algorithms with Spark. You'll also delve into Spark SQL for structured data processing, Spark Streaming for real-time data processing, and MLlib for machine learning tasks. Master these aspects to enhance your data science skills and solve complex computational problems in various industries.
31credentials
72courses

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  • Data Engineer

    This role has a $137,984 median salary ¹.

    Data Engineer

    description:

    A Data Engineer builds data pipelines for large datasets, optimizing systems and ensuring reliable data flow using tools like Hadoop and Spark.

    This role has a $137,984 median salary ¹.

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Explore the Apache Spark Course Catalog

  • Status: Preview

    Edureka

    Skills you'll gain: SQL, Data Management, Databases, Apache Spark, Data Architecture, Data Processing

    3.5
    Rating, 3.5 out of 5 stars
    15 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Migration, Data Processing, Apache Hadoop, Serverless Computing, Apache Spark, Big Data, Data Transformation

    4.5
    Rating, 4.5 out of 5 stars
    1.7K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Yonsei University

    Skills you'll gain: Apache Spark, Augmented Reality, Cloud Computing Architecture, Big Data, Wireless Networks, SPSS (Software), SPSS, Augmented and Virtual Reality (AR/VR), Cloud Computing, Internet Of Things, Live Streaming, Cloud Platforms, Analytics, Real Time Data, Telecommunications, Multimedia, Emerging Technologies, Mobile Development, Apple iOS, Display Devices

    4.7
    Rating, 4.7 out of 5 stars
    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free

    Amazon Web Services

    Skills you'll gain: Apache Hadoop, Apache Spark, Big Data, Amazon Web Services, Business Intelligence, Amazon S3, Command-Line Interface, Data-Driven Decision-Making, Data Processing, Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    Status: Preview

    O.P. Jindal Global University

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, PySpark, Apache Hive, Databases, Analytics, NoSQL, Data Mining, Data Warehousing, Cloud Computing, Real Time Data, Data Processing, Query Languages, Distributed Computing, Machine Learning Methods, Scripting Languages, Data Manipulation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial

    Packt

    Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial

    Johns Hopkins University

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Yonsei University

    Skills you'll gain: Apache Spark, Big Data, SPSS (Software), SPSS, Analytics, Real Time Data, Apache Hadoop, Data Processing, Business Analytics, Statistical Analysis, Data Analysis Software, Business Strategy, Market Share, Scalability, Machine Learning Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    307 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Big Data, Apache Spark, Data Storage Technologies, Apache Hadoop, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Machine Learning, Live Streaming

    4.3
    Rating, 4.3 out of 5 stars
    342 reviews

    Mixed · Course · 1 - 3 Months

  • Google Cloud

    Skills you'll gain: Dataflow, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Processing, Google Cloud Platform, Serverless Computing, Big Data, Apache Spark, Apache Hadoop, Cloud Storage, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Data Processing, Google Cloud Platform, Apache Airflow, Extract, Transform, Load, Big Data, Serverless Computing, Data Transformation, Data Integration, Apache Spark, Apache Hadoop

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Transformation, Data Processing, Big Data, Apache Spark, Serverless Computing, Apache Hadoop, Cloud Storage

    4.8
    Rating, 4.8 out of 5 stars
    16 reviews

    Intermediate · Course · 1 - 3 Months

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