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  • Apache Spark

Apache Spark Courses

Apache Spark courses can help you learn data processing, real-time analytics, machine learning basics, and big data management. You can build skills in distributed computing, data transformation, and creating data pipelines. Many courses introduce tools like Spark SQL, MLlib for machine learning, and GraphX for graph processing, showing how these skills are applied to analyze large datasets and optimize data workflows.


Popular Apache Spark Courses and Certifications


  • Status: Free Trial
    Free Trial
    R

    Rice University

    Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Event-Driven Programming, Distributed Computing, Java Programming, Java, OS Process Management, Scala Programming, Scalability, Server Side, Servers, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    506 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    The Ultimate Hands-On Hadoop

    Skills you'll gain: Apache Hadoop, Real Time Data, Apache Spark, Apache Kafka, Data Integration, Apache Hive, Big Data, Applied Machine Learning, System Design and Implementation, Distributed Computing, Data Processing, NoSQL, MongoDB, SQL, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Database Development, Performance Tuning, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Management, Data Storage

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud에서 일괄 데이터 파이프라인 빌드하기

    Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Data Quality, Data Warehousing, Data Integration, Data Cleansing, Google Cloud Platform, Data Validation, Apache Spark, Scalability, Data Processing, Data Integrity, Cloud Services, Data Transformation, Event Monitoring, System Monitoring, Serverless Computing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Dataproc: Qwik Start - Command Line

    Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Apache Hadoop, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Model Deployment, Apache Spark, Data Pipelines, Cloud Deployment, Model Training, IBM Cloud, Applied Machine Learning, Machine Learning Methods, Model Optimization, Machine Learning Algorithms, Docker (Software), Machine Learning, Containerization, Data Science, Python Programming, Scalability, Design Thinking

    4.3
    Rating, 4.3 out of 5 stars
    ·
    62 reviews

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Dataproc: Qwik Start - Console

    Skills you'll gain: Apache Spark, Apache Hadoop, Google Cloud Platform, Data Processing, Command-Line Interface, Cloud Management, Cloud Computing

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Distributed Image Processing in Cloud Dataproc

    Skills you'll gain: Apache Spark, Google Cloud Platform, Cloud Management, Cloud Computing, Distributed Computing, Package and Software Management

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Hadoop and Spark Fundamentals: Unit 3

    Skills you'll gain: Apache Hadoop, Apache Hive, Apache Spark, Big Data, Data Pipelines, Data Import/Export, Relational Databases, File Systems, Command-Line Interface, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Ensure Consistency in Streaming Pipelines

    Skills you'll gain: Apache Kafka, Data Pipelines, Integration Testing, Verification And Validation, Transaction Processing, Data Integrity, Real Time Data, Apache Spark, Data Validation, Data Architecture, System Design and Implementation, Configuration Management, Scenario Testing, Event Monitoring, Performance Tuning, Project Implementation, Apache, Production Management, Internet Of Things

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Pipelines - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Real Time Data, Data Processing, Performance Tuning, Pandas (Python Package), Data Transformation, Jupyter, Google Cloud Platform

    Advanced · Course · 1 - 3 Months

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In summary, here are 10 of our most popular apache spark courses

  • Distributed Programming in Java: Rice University
  • The Ultimate Hands-On Hadoop: Packt
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Google Cloud에서 일괄 데이터 파이프라인 빌드하기: Google Cloud
  • Dataproc: Qwik Start - Command Line: Google Cloud
  • Machine Learning with PySpark: Customer Churn Analysis: Coursera
  • AI Workflow: Enterprise Model Deployment: IBM
  • Dataproc: Qwik Start - Console: Google Cloud
  • Distributed Image Processing in Cloud Dataproc: Google Cloud
  • Hadoop and Spark Fundamentals: Unit 3: Pearson

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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