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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


  • P

    Packt

    Advanced Machine Learning, Big Data, and Deep Learning

    Skills you'll gain: Apache Spark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Model Training, Tensorflow, A/B Testing, Responsible AI, Data Processing, Convolutional Neural Networks, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Model Deployment, Machine Learning, Recurrent Neural Networks (RNNs), Dimensionality Reduction

    Advanced · Course · 1 - 3 Months

  • N

    Northeastern University

    Data Management for Analytics Part 2

    Skills you'll gain: Data Governance, Database Management, NoSQL, Data Management, SQL, Query Languages, Database Theory, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Social Network Analysis, Network Analysis, Data Integrity, Apache Hadoop, Data Manipulation

    Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Azure ML: Designing and Preparing Machine Learning Solutions

    Skills you'll gain: Model Deployment, Machine Learning Algorithms, Machine Learning Methods, Data Management, Model Training, Data Import/Export, Data Pipelines, Development Environment, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Getting Started with Azure Data Solutions

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Databricks, Data Pipelines, Data Architecture, Database Design, Apache Spark, Data Storage Technologies, Big Data, Cloud Storage, Security Controls, Data Storage, Data Processing, Microsoft SQL Servers, Data Integration, Event-Driven Programming, Extract, Transform, Load, Data Security, Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Apache Kafka

    Skills you'll gain: Apache Kafka, Dataflow, Live Streaming, Performance Metric, Event-Driven Programming, Transaction Processing, Scala Programming, Data Security, Event Monitoring, Network Troubleshooting, Network Architecture

    ★ 3.9 (49) · Beginner · Specialization · 1 - 3 Months

  • I

    IBM

    ETL and Data Pipelines with Shell, Airflow and Kafka

    Skills you'll gain: Data Pipelines, Apache Kafka, Apache Airflow, Data Transformation, Extract, Transform, Load, Data Processing, Data Integration, Data Warehousing, Data Cleansing, Data Lakes, Data Mart, Performance Tuning, Shell Script, Bash (Scripting Language), Command-Line Interface

    ★ 4.5 (459) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Apache Kafka Series - Learn Apache Kafka for Beginners v3

    Skills you'll gain: Apache Kafka, Command-Line Interface, Data Pipelines, Java, Java Programming, Enterprise Application Management, Real Time Data, Unix Commands, Data Integration, Distributed Computing, Performance Tuning, Software Installation

    ★ 4.5 (11) · Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Apache Maven Cookbook

    Skills you'll gain: Apache Maven, Build Tools, Dependency Analysis, IntelliJ IDEA, Integrated Development Environments, Package and Software Management, Eclipse (Software), Configuration Management, Java, Software Installation, Code Coverage, Shell Script, Project Management, Software Documentation, Automation, Systems Integration, Debugging

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Spark Instant Rapport

    Skills you'll gain: B2B Sales, Rapport Building, Sales Development, Sales, Sales Training, Phone Sales, Customer Engagement, Sales Prospecting, Relationship Building, Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer Relationship Building, Outbound Calls, Data-Driven Decision-Making, Performance Metric, Performance Measurement, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Apache Kafka - An Introduction

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Data Processing, Scalability

    ★ 3.7 (12) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Apache Airflow Best Practices

    Skills you'll gain: Apache Airflow, AI Workflows, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Application Deployment, CI/CD, Data Migration, Devops Tools, Cloud Platforms, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Getting Started with Adobe Spark

    Skills you'll gain: Animations, Adobe Express, Content Creation, Design Elements And Principles, Adobe Creative Cloud, Creative Design, Graphic and Visual Design, Graphic Design, Design, Digital Design, Design Software, Typography

    ★ 4.6 (72) · Beginner · Guided Project · Less Than 2 Hours

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

  • Advanced Machine Learning, Big Data, and Deep Learning: Packt
  • Data Management for Analytics Part 2: Northeastern University
  • Azure ML: Designing and Preparing Machine Learning Solutions: Whizlabs
  • Getting Started with Azure Data Solutions: Whizlabs
  • Apache Kafka: LearnKartS
  • ETL and Data Pipelines with Shell, Airflow and Kafka: IBM
  • Apache Kafka Series - Learn Apache Kafka for Beginners v3: Packt
  • Apache Maven Cookbook: Packt
  • Spark Instant Rapport: Coursera
  • Apache Kafka - An Introduction: Coursera

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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