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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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    Packt

    MEAN Stack Project 2026 - Build a Real-Time Trello Clone

    Skills you'll gain: Full-Stack Web Development, Node.JS, Frontend Integration, Cloud Deployment, Application Deployment, JavaScript Frameworks, Web Applications, Web Development, Angular, Cloud Applications, Memory Management, MongoDB, Authentications, Real Time Data, Frontend Performance, Database Development, Development Environment, API Design

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Social Network Marketing Strategies for Business

    Skills you'll gain: Social Media Marketing, Social Media, Social Media Strategy, Social Media Analytics, Marketing Strategies, Marketing, LinkedIn, Digital Marketing, Facebook, Customer Engagement, Customer Analysis, Marketing Communications, Consumer Behaviour, Global Marketing, Brand Awareness

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Advanced CloudStack Architecture & Scalability

    Skills you'll gain: Infrastructure as Code (IaC), Ansible, Continuous Integration, Terraform, Cloud Computing Architecture, Cloud Infrastructure, CI/CD, IT Automation, Amazon S3, Cloud Deployment, Cloud Management, Configuration Management, Cloud Platforms, Cloud Storage, Scalability, Risk Management Framework, Automation, Verification And Validation, Data Migration

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Advanced Topics and Future Trends in Database Technologies

    Skills you'll gain: NoSQL, Data Warehousing, Database Management Systems, Database Systems, Database Architecture and Administration, Database Administration, Database Management, Databases, Database Software, Data Store, Relational Databases, Big Data, Data Architecture, Transaction Processing, Scalability

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Oracle SQL Developer for Databases & Tables

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Development, Data Transformation, Databases, Case Studies, Query Languages, Pivot Tables And Charts, Data Analysis, Data Integration, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Back-End Developer

    Skills you'll gain: CI/CD, C# (Programming Language), Azure DevOps, Load Balancing, Object Oriented Design, Continuous Integration, Role-Based Access Control (RBAC), Scalability, Object Oriented Programming (OOP), Authentications, SQL, Microsoft Copilot, .NET Framework, Relational Databases, ASP.NET, Database Management, Graph Theory, Back-End Web Development, Program Development, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    371 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Explainable AI: Scene Classification and GradCam Visualization

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Deep Learning, Model Training, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Applied Machine Learning, Predictive Modeling, Spatial Data Analysis, Machine Learning, Data Preprocessing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    59 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
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    Pragmatic AI Labs

    RAG From Zero

    Skills you'll gain: Retrieval-Augmented Generation, Rust (Programming Language), Code Coverage, grep, Generative AI, Data Pipelines, Embeddings, Program Development, Large Language Modeling, GitHub, Natural Language Processing, Vector Databases, Query Languages, Applied Machine Learning, Software Engineering

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Digital Marketing: SEO, PPC & Social Media

    Skills you'll gain: Digital Marketing, Pay Per Click Advertising, Digital Marketing Campaigns, Online Advertising, Search Engine Optimization, Digital Advertising, Social Media Marketing, Social Media Campaigns, Marketing Effectiveness, Digital Analysis, Data-Driven Marketing, Social Media, Search Engine Marketing, Performance marketing, Marketing Strategies, Social Media Strategy, Return On Investment, Web Analytics and SEO, Paid media, Cross-Channel Marketing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Containers w/ Docker, Kubernetes & OpenShift

    Skills you'll gain: Istio, Kubernetes, Containerization, Cloud-Native Computing, Docker (Software), OpenShift, DevOps, Application Deployment, Microservices, Cloud Deployment, Virtualization and Virtual Machines, Command-Line Interface, Configuration Management, Scalability, Data Persistence

    4.4
    Rating, 4.4 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Getting Started with Go

    Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Python Programming, Data Import/Export, Memory Management, File I/O, Computational Logic, Network Protocols, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: Model Evaluation, OpenAI API, Fine-tuning, Model Training, Data Preprocessing, OpenAI, Large Language Modeling, Real Time Data, Data Processing, Performance Testing, LLM Application, Data Manipulation, Generative AI, Python Programming, Customer Analysis, Machine Learning, Customer Complaint Resolution

    4.1
    Rating, 4.1 out of 5 stars
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    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • MEAN Stack Project 2026 - Build a Real-Time Trello Clone: Packt
  • Social Network Marketing Strategies for Business: EDUCBA
  • Advanced CloudStack Architecture & Scalability: Coursera
  • Advanced Topics and Future Trends in Database Technologies: University of Colorado Boulder
  • Master Oracle SQL Developer for Databases & Tables: EDUCBA
  • Microsoft Back-End Developer: Microsoft
  • Explainable AI: Scene Classification and GradCam Visualization: Coursera
  • RAG From Zero: Pragmatic AI Labs
  • Digital Marketing: SEO, PPC & Social Media: EDUCBA
  • Introduction to Containers w/ Docker, Kubernetes & OpenShift: IBM

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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