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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.


Popular Big Data Courses and Certifications


  • Status: New
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    Microsoft

    Fundamentals of Big Data with Microsoft Azure

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Databricks, Big Data, Distributed Computing, Cloud Computing, Data Lakes, Cloud Platforms, Cloud Services, Multi-Cloud, Data Processing, Data Storage Technologies, Analytics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Cloudera

    Foundations for Big Data Analysis with SQL

    Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Database Management, Big Data, Database Systems, Database Management Systems, NoSQL, Operational Databases, Data Warehousing, Virtual Machines, Data Storage, Data Analysis, Unstructured Data

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Hadoop: Analyze, Configure & Manage Big Data

    Skills you'll gain: Apache Hadoop, Big Data, File Systems, Data Processing, Data Storage, Java, Systems Administration, Distributed Computing, File I/O, System Configuration, File Management, Metadata Management, Computing Platforms, Data Integrity, Linux Commands

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud em Português

    Skills you'll gain: Real Time Data, Dataflow, Google Cloud Platform, Data Lakes, Data Pipelines, Dashboard Creation, Data Architecture, Model Deployment, Data Import/Export, Tensorflow, Big Data, Data Governance, Dashboard, Data Warehousing, Apache Spark, Extract, Transform, Load, Data Store, Metadata Management, Data Management, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Real Time Data, Google Cloud Platform, Data Lakes, Dashboard Creation, Data Pipelines, Data Governance, Data Import/Export, Tensorflow, PySpark, Data Management, Metadata Management, Apache Spark, Dashboard, Data Warehousing, Extract, Transform, Load, Data Architecture, Big Data, Data Store

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Database, Big Data, and DevOps Services in GCP

    Skills you'll gain: Site Reliability Engineering, Google Cloud Platform, Dataflow, Kubernetes, Real Time Data, Database Management, Big Data, Database Management Systems, CI/CD, Performance Tuning, Continuous Deployment, Data Pipelines, Databases, Cloud Engineering, Relational Databases, Containerization, Application Deployment, Data Processing, DevOps, Software Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Apache Spark with Scala – Hands-On with Big Data!

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Data Manipulation, Programming Principles, Scripting, Graph Theory, Integrated Development Environments, Data Transformation, Development Environment, Software Development Tools, Distributed Computing, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions)

    Skills you'll gain: Marketing Analytics, Social Media Analytics, Social Media, Data-Driven Marketing, Market Data, Business Analytics, Market Analysis, Customer Insights, Data Literacy, Financial Data, Banking, Big Data, Marketing Strategies, Data Strategy, Analytics, Data-Driven Decision-Making, Text Mining, FinTech, Financial Services, Brand Awareness

    4.8
    Rating, 4.8 out of 5 stars
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    414 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Data Preprocessing, Ad Hoc Reporting, Data Analysis

    Mixed · Course · 1 - 4 Weeks

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    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

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    EDUCBA

    Apache Spark: Apply & Evaluate Big Data Workflows

    Skills you'll gain: Apache Spark, Data Persistence, Big Data, Data Processing, Distributed Computing, Data Import/Export, JSON, Data Transformation, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Streaming Big Data with Spark Streaming, Scala, and Spark 3!

    Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Programming Principles, Cloud Deployment, Data Structures, Development Environment

    Advanced · Course · 1 - 3 Months

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In summary, here are 10 of our most popular big data courses

  • Fundamentals of Big Data with Microsoft Azure: Microsoft
  • Foundations for Big Data Analysis with SQL: Cloudera
  • Hadoop: Analyze, Configure & Manage Big Data: EDUCBA
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Database, Big Data, and DevOps Services in GCP: LearnKartS
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • 大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions): National Taiwan University
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA
  • Advanced Machine Learning, Big Data, and Deep Learning: Packt

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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