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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


  • E

    EDUCBA

    Apache Spark: Design & Execute ETL Pipelines Hands-On

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Engineering, Data Transformation, MySQL, MySQL Workbench, Data Processing, Data Store, SQL, Data Import/Export, Exploratory Data Analysis, Development Environment, Data Analysis, Software Installation

    4.4 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (26) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Databricks Data Engineer Associate: Practical Guide

    Skills you'll gain: Data Lakes, Apache Spark, Databricks, Data Pipelines, PySpark, Business Intelligence, Data Warehousing, Data Architecture, Performance Tuning, Data Governance, Transaction Processing, Data Access, GitHub, Dashboard, Version Control, Data Integration, Data Transformation, Data Cleansing, Analytics, Scalability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Fix Data Bottlenecks: Optimize Spark Performance

    Skills you'll gain: Apache Spark, Data Pipelines, Performance Tuning, Scalability, Debugging, Performance Analysis, Data Processing, Analysis, Fine-tuning, System Configuration

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Real-Time Dashboards with Spark

    Skills you'll gain: Apache Kafka, Real Time Data, Apache Spark, Dashboard, Dashboard Creation, Data Pipelines, Business Intelligence, Data Persistence, JSON, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Azure Databricks Cookbook

    Skills you'll gain: Databricks, Apache Kafka, Azure DevOps, Data Pipelines, Microsoft Azure, CI/CD, Data Lakes, Continuous Integration, Data Integration, Real Time Data, Apache Spark, DevOps, Power BI, Big Data, Data Processing, Data Warehousing, Data Architecture, Cloud Security, Data Management, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced Data Engineering with AI and Stream Processing

    Skills you'll gain: Apache Kafka, Large Language Modeling, Feature Engineering, LLM Application, Hugging Face, Data Engineering, Apache Spark, Data Pipelines, Applied Machine Learning, Databricks, Regression Analysis, Model Training, AI Integrations, Real Time Data, Model Optimization, Model Evaluation, AI Workflows, Data Processing, Anomaly Detection, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • E

    Edureka

    Streaming Data Pipelines with Kafka and Spark

    Skills you'll gain: Apache Kafka, Data Pipelines, PySpark, Apache Spark, Data Engineering, Data Validation, Data Architecture, Data Quality, Docker (Software), Apache, Data Capture, Data Collection, Data Modeling, Data Science, Data Transformation, Data Management, Data Governance, Python Programming, Data Security, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • E

    Edureka

    Lakehouse Data Pipelines with Spark and dbt

    Skills you'll gain: Apache Airflow, Data Pipelines, PySpark, Data Lakes, Apache Spark, Data Engineering, Data Quality, Data Modeling, Distributed Computing, Data Architecture, Data Transformation, Data Management, Data Processing, Data Validation, PostgreSQL, Data Science, SQL, Data Collection, Data Storage, Data Security

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • P

    Packt

    Data Pipelines and Cloud Data Lakes: Spark, AWS, and Airflow

    Skills you'll gain: Apache Airflow, Apache Spark, Data Lakes, Data Pipelines, Amazon Web Services, Amazon S3, AWS Identity and Access Management (IAM), Big Data, Cloud Computing Architecture, Data Engineering, Cloud Storage, Data Architecture, Data Processing, Data Storage Technologies, Cloud Services, Data Integration, Data Transformation, Metadata Management, PostgreSQL

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    Data Engineering, Big Data, and Machine Learning on GCP

    Skills you'll gain: Dashboard Creation, Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Data Governance, Dashboard, Apache Kafka, Cloud Deployment, Data Access, Apache Hadoop, Cloud API, Data Architecture, Apache Hive, Data Quality, Data Cleansing, Applied Machine Learning, Cloud Services

    4.6 stars, 4.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (4.4K) · Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Apache Spark, Data Storage Technologies, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Data Processing, SQL, NoSQL, Data Security, Data Science

    4.7 stars, 3.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Hadoop and Spark Fundamentals: Managing Clusters and Data Pipelines

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

    Intermediate · Course · 1 - 4 Weeks

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