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  2. Spark

Spark Courses

Spark courses can help you learn data processing, real-time analytics, machine learning integration, and big data management. You can build skills in distributed computing, data visualization, and optimizing performance for large datasets. Many courses introduce tools like Apache Spark, Scala, and Python, showing how these technologies are used to handle vast amounts of data efficiently and support AI applications.

Popular Spark Courses and Certifications


  • I

    IBM

    Introduction to Big Data with Spark and Hadoop

    4.4 stars, 485 reviews, Intermediate, Course

    ★ 4.4 (485) · Intermediate · Course

  • E

    EDUCBA

    Spark and Python for Big Data with PySpark

    Skills you'll gain: PySpark, Apache Spark, Scala Programming, Extract, Transform, Load, Data Pipelines, Customer Analysis, Apache Hadoop, Big Data, Data Processing, Advanced Analytics, Apache Maven, Statistical Modeling, Data Engineering, Text Mining, Customer Insights, Data Transformation, Data Analysis, MySQL, Apache, Python Programming

    4.6 stars, 118 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (118) · Beginner · Specialization · 1 - 3 Months

  • I

    IBM

    Machine Learning with Apache Spark

    Skills you'll gain: Apache Spark, Machine Learning, Generative AI, Applied Machine Learning, Model Evaluation, Supervised Learning, Apache Hadoop, Data Pipelines, Unsupervised Learning, Data Processing, Model Training, Extract, Transform, Load, Predictive Modeling, Model Deployment, Classification Algorithms, Regression Analysis

    4.5 stars, 117 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (117) · Intermediate · Course · 1 - 4 Weeks

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  • C

    Coursera

    Open source Data Engineering with Spark, dbt & Airflow

    Skills you'll gain: Data Warehousing, Data Flow Diagrams (DFDs), Data Modeling, Data Pipelines, Ansible, Cloud Security, Diagram Design, Data Validation, Database Design, Apache Airflow, Star Schema, Snowflake Schema, Interviewing Skills, Apache Spark, PySpark, CI/CD, Docker (Software), SQL, Workflow Management, Git (Version Control System)

    2.2 stars, 6 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 2.2 (6) · Intermediate · Professional Certificate · 3 - 6 Months

  • I

    IBM

    NoSQL, Big Data, and Spark Foundations

    Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, Databases, Database Management, Extract, Transform, Load, Apache Hive, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Database Theory, Generative AI, IBM Cloud, Data Pipelines, Model Evaluation, Database Architecture and Administration, Kubernetes, Supervised Learning

    4.5 stars, 850 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (850) · Beginner · Specialization · 3 - 6 Months

  • What brings you to Coursera today?

  • C

    Coursera

    Real-Time, Real Fast: Kafka & Spark for Data Engineers

    Skills you'll gain: Apache Kafka, Data Transformation, Real Time Data, Fraud detection, Data Pipelines, Apache Spark, Power BI, PySpark, Performance Tuning, Grafana, Disaster Recovery, Data Architecture, Prometheus (Software), Data Integrity, Scalability, Data Processing, Data Governance, Event-Driven Programming, System Monitoring, Docker (Software)

    Intermediate · Specialization · 3 - 6 Months

  • P

    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Linux Commands, Linux, File Systems, Data Management, Command-Line Interface, Relational Databases, Software Installation, Java, Debugging, Java Programming, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

  • C

    Coursera

    Design Real-Time Architectures with Spark & Kafka

    Skills you'll gain: Apache Kafka, Data Pipelines, Real Time Data, Apache Spark, Event-Driven Programming, Performance Tuning, Real-Time Operating Systems, Application Deployment, Systems Architecture, Scalability, Data Processing, Architecture and Construction, Data Transformation, Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Bash (Scripting Language), Package and Software Management, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science

    4.6 stars, 63K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
  • P

    Packt

    Databricks Associate Developer: Apache Spark with Python

    Skills you'll gain: Apache Spark, PySpark, Databricks, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Data Manipulation, Machine Learning, SQL, Data Transformation, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Spark, Skew & Speed: Pipeline Performance Engineering

    Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Debugging, Data Transformation, Service Level, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

    Advanced · Specialization · 3 - 6 Months

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Best Spark courses from IBM

Top-rated Spark courses offered by IBM on Coursera.

  1. 1
    Introduction to Big Data with Spark and Hadoop
    IBMIntermediateIBM
  2. 2
    Machine Learning with Apache Spark
    IBMIntermediate1 - 4 Weeks4.5(117)IBM
  3. 3
    NoSQL, Big Data, and Spark Foundations
    IBMBeginner3 - 6 Months4.5(850)IBM

Best Spark certificate programs

Earn a certificate in Spark from top universities and companies.

  1. 1
    Spark and Python for Big Data with PySpark
    EDUCBABeginner1 - 3 Months4.6(118)Specialization
  2. 2
    Open source Data Engineering with Spark, dbt & Airflow
    CourseraIntermediate3 - 6 Months2.2(6)Professional Certificate
  3. 3
    Real-Time, Real Fast: Kafka & Spark for Data Engineers
    CourseraIntermediate3 - 6 Months4.0(3)Specialization

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