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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


  • U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Software Systems, Software Architecture, Distributed Computing, Data Architecture, Microservices, Software Development, Transaction Processing, Program Development, Test Driven Development (TDD), Blockchain, Big Data, Data Structures, System Monitoring, Database Theory, Databases

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    92 reviews

    Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Social Media Analytics, Extensible Markup Language (XML), Database Management Systems, Database Management, Apache Hadoop, Extensible Languages and XML, Analytics, Data Processing, Data Management, Data Analysis, Data Import/Export, Data Integration

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

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

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Import/Export, Data Pipelines, Data Lakes, Feature Engineering, Real Time Data, Dashboard Creation, Tensorflow, Apache Kafka, Apache Spark, Dashboard, Big Data, Data Migration, Cloud Engineering, Data Warehousing, Model Deployment, Data Governance, Data Infrastructure, Applied Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    82 reviews

    Intermediate · Specialization · 3 - 6 Months

  • M

    Microsoft

    Fundamentals of Big Data with Microsoft Azure

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

    Intermediate · Course · 1 - 3 Months

  • T

    The State University of New York

    Big Data, Genes, and Medicine

    Skills you'll gain: Bioinformatics, Big Data, Analytics, Health Informatics, R (Software), Advanced Analytics, Medical Science and Research, Predictive Analytics, R Programming, Predictive Modeling, Statistical Analysis, Data Cleansing, Molecular Biology, Feature Engineering, Data Preprocessing, Model Evaluation, Unsupervised Learning, Classification Algorithms

    4.2
    Rating, 4.2 out of 5 stars
    ·
    287 reviews

    Advanced · Course · 1 - 3 Months

  • 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

  • U

    Università di Napoli Federico II

    A quick tour on Big Data and Business Intelligence

    Skills you'll gain: NoSQL, Apache Hadoop, Apache Hive, Big Data, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Database Theory, Distributed Computing, Data Processing, Transaction Processing, Business Intelligence, Data Management

    4
    Rating, 4 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Applied Python Data Engineering

    Skills you'll gain: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, GitHub Copilot, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    128 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California San Diego

    Graph Analytics for Big Data

    Skills you'll gain: Graph Theory, Network Model, Database Design, Big Data, Graphing, Apache Spark, Network Analysis, Analytics, Data Store, Data Management, Query Languages, Computing Platforms, Scalability, Distributed Computing, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

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

    Skills you'll gain: Model Deployment, Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Apache Kafka, Extract, Transform, Load, Real Time Data, Tensorflow, Big Data, Data Integration, Data Processing, Apache Hadoop, Query Languages, Apache Spark, SQL, Unstructured Data, Data Quality, Dashboard Creation, Data Warehousing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Cloudera

    Foundations for Big Data Analysis with SQL

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

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

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

    4.4
    Rating, 4.4 out of 5 stars
    ·
    58 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
  • Fundamentals of Big Data with Microsoft Azure: Microsoft
  • Big Data, Genes, and Medicine: The State University of New York
  • Advanced Machine Learning, Big Data, and Deep Learning: Packt
  • A quick tour on Big Data and Business Intelligence: Università di Napoli Federico II
  • Applied Python Data Engineering: Duke University
  • Graph Analytics for Big Data: University of California San Diego
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud

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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