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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
    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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    Google Cloud

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

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

    4.4
    Rating, 4.4 out of 5 stars
    ·
    58 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    A

    Alibaba Cloud Academy

    Big Data Analysis Deep Dive

    Skills you'll gain: Dashboard, Big Data, Data Processing, Dashboard Creation, Data Visualization Software, Apache Hive, Apache Spark, Apache Hadoop, Data Manipulation, SQL, Business Intelligence, Data Integration, Data Analysis, Query Languages, Database Management

    4.5
    Rating, 4.5 out of 5 stars
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    42 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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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

  • Status: Free Trial
    Free Trial
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    Alibaba Cloud Academy

    Big Data Analytical Platform on Alibaba Cloud

    Skills you'll gain: Plot (Graphics), Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Infrastructure, Data Pipelines, Data Processing, Data Warehousing, Data Analysis, Data Integration, Cloud Security, Cloud Technologies, Artificial Intelligence and Machine Learning (AI/ML), SQL

    4.3
    Rating, 4.3 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Bioinformatics Capstone: Big Data in Biology

    Skills you'll gain: Bioinformatics, Molecular Biology, Molecular, Cellular, and Microbiology, Biotechnology, Life Sciences, Infectious Diseases, Epidemiology, Precision Medicine, Structural Analysis

    3.7
    Rating, 3.7 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    LearnQuest

    Real-Time Big Data Access using HBase: Boosting Performance

    Skills you'll gain: NoSQL, Real Time Data, Query Languages, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies

    Beginner · Course · 1 - 4 Weeks

  • 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, Real Time Data, Dataflow, Google Cloud Platform, Dashboard Creation, Data Preprocessing, Data Import/Export, Data Governance, Big Data, Feature Engineering, Data Lakes, Dashboard, Extract, Transform, Load, Apache Spark, Data Warehousing, Metadata Management, Data Store, Data Management, Tensorflow

    4.7
    Rating, 4.7 out of 5 stars
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    126 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
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    E

    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

  • 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, Data Management, Data Transformation, Version Control

    4.1
    Rating, 4.1 out of 5 stars
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    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    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, Data Lakes, Data Pipelines, Dataflow, Tensorflow, Big Data, Extract, Transform, Load, Data Architecture, Data Warehousing, Apache Spark, Apache Hadoop, Real Time Data, Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Security, Applied Machine Learning, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    C

    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Analytics, Data Management, Probability & Statistics, Statistical Inference, Analysis, Statistics, Descriptive Analytics, Big Data, Statistical Hypothesis Testing, Statistical Analysis, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    234 reviews

    Beginner · Course · 1 - 3 Months

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

  • Hadoop: Analyze, Configure & Manage Big Data: EDUCBA
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Big Data Analysis Deep Dive: Alibaba Cloud Academy
  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Big Data Analytical Platform on Alibaba Cloud : Alibaba Cloud Academy
  • Bioinformatics Capstone: Big Data in Biology: University of California San Diego
  • Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • Analyze and Implement Apache HBase for Big Data Storage: EDUCBA
  • 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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