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

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    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

    École Polytechnique Fédérale de Lausanne

    Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free

    Coursera Project Network

    Skills you'll gain: Apache Spark, Data Pipelines, PySpark, Real Time Data, Query Languages, Data Transformation, SQL, Data Processing, Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • Coursera Project Network

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control

    4.1
    Rating, 4.1 out of 5 stars
    28 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Google Cloud

    Skills you'll gain: Apache Spark, Managed Services, Google Cloud Platform, Big Data, Apache Hadoop, Data Management, Servers

    4
    Rating, 4 out of 5 stars
    11 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Preview

    EDUCBA

    Skills you'll gain: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability

    4.9
    Rating, 4.9 out of 5 stars
    55 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    Status: Free Trial

    EDUCBA

    Skills you'll gain: Apache Spark, PySpark, Big Data, Data Pipelines, Data Processing, Distributed Computing, JSON, Data Manipulation, Data Transformation, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    Status: Free Trial

    EDUCBA

    Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Apache Maven, Real Time Data, Data Processing, Scalability, Data Structures, Object Oriented Programming (OOP), Systems Integration

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    Status: Free Trial

    EDUCBA

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Store, Data Import/Export, Development Environment, Software Installation, System Configuration

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    Status: Free Trial

    Packt

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Scala Programming, Real Time Data, Apache Hive, Command-Line Interface, Distributed Computing, Data Processing, Big Data, Apache, Apache Cassandra, Applied Machine Learning, Data Pipelines, Java, Databases, MongoDB, IntelliJ IDEA, NoSQL, Application Deployment

    4.5
    Rating, 4.5 out of 5 stars
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    Status: Free Trial

    Coursera Instructor Network

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    4.3
    Rating, 4.3 out of 5 stars
    78 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    Status: Free Trial

    Pearson

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Analytics, Data Processing, Data Mapping, Text Mining, Distributed Computing, Java, Debugging, Java Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    Status: Free Trial

    Packt

    Skills you'll gain: Apache Spark, Generative AI, LLM Application, Large Language Modeling, Predictive Modeling, Matplotlib, Keras (Neural Network Library), Generative Model Architectures, Deep Learning, ChatGPT, OpenAI, Generative AI Agents, Tensorflow, Seaborn, A/B Testing, Statistical Modeling, Data Visualization, Regression Analysis, Big Data, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

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