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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: Free Trial
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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Apache Kafka, Real Time Data, Tensorflow, Big Data, Extract, Transform, Load, Apache Hadoop, Apache Spark, MLOps (Machine Learning Operations), Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Warehousing, Metadata Management, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud 日本語版

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Import/Export, Data Pipelines, Feature Engineering, Data Lakes, Data Store, Real Time Data, Dashboard Creation, Tensorflow, Extract, Transform, Load, Data Governance, Apache Kafka, Data Warehousing, Apache Spark, Dashboard, Data Storage Technologies, Data Infrastructure, Data Migration, Model Deployment

    4.3
    Rating, 4.3 out of 5 stars
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    82 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    University of Pennsylvania

    Business Analytics

    Skills you'll gain: People Analytics, Descriptive Analytics, Data-Driven Marketing, Financial Statement Analysis, Business Analytics, Data-Driven Decision-Making, Customer Analysis, Financial Statements, Human Resource Strategy, Financial Analysis, Marketing Analytics, Human Resources Management and Planning, Analytics, Operational Efficiency, Predictive Analytics, Customer Insights, Financial Data, Operational Analysis, Peer Review, People Management

    4.6
    Rating, 4.6 out of 5 stars
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    18K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Status: Preview
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    EDUCBA

    Analyze and Implement Apache HBase for Big Data Storage

    Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Hadoop: Analyze, Configure & Manage Big Data

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

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    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

  • Status: Free Trial
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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
    Free Trial
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    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Google Cloud Platform, Dataflow, Dashboard Creation, Data Pipelines, Data Engineering, Model Deployment, Data Warehousing, Data Lakes, Real Time Data, Data Preprocessing, Dashboard, Tensorflow, Cloud Engineering, Data Infrastructure, Model Training, Data Processing, Apache Spark, Big Data, Applied Machine Learning, Data Migration

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

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

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

    4.7
    Rating, 4.7 out of 5 stars
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    126 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Data Management with Databricks: Big Data with Delta Lakes

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Big Data, Data Management, Data Transformation, Data Architecture, Version Control

    4.1
    Rating, 4.1 out of 5 stars
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    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Applied Machine Learning, Interactive Data Visualization, Supervised Learning, Machine Learning Methods, Data Visualization, Machine Learning, Informatics, Big Data, Data Science, Biostatistics, Data Integration, Precision Medicine, Medical Science and Research, Unsupervised Learning, Molecular Biology, Data Processing, Data Analysis, Metadata Management, Cell Biology

    4.8
    Rating, 4.8 out of 5 stars
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    27 reviews

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Mejores prácticas para el procesamiento de datos en Big Data

    Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)

    4.8
    Rating, 4.8 out of 5 stars
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    43 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
  • Business Analytics: University of Pennsylvania
  • Analyze and Implement Apache HBase for Big Data Storage: EDUCBA
  • Hadoop: Analyze, Configure & Manage Big Data: EDUCBA
  • Apache Hive: Design, Query & Optimize Big Data: EDUCBA
  • Database, Big Data, and DevOps Services in GCP: LearnKartS
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • Data Management with Databricks: Big Data with Delta Lakes: 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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