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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
    U

    University of Michigan

    User Experience & Interaction Design for AR/VR/MR/XR

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Storyboarding, Augmented Reality, Virtual Reality, Usability Testing, Design Thinking, Prototyping, User Experience Design, Interaction Design, Conceptual Design, Virtual Environment, Human Centered Design, User Research, Wireframing, Data Ethics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    175 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Pearson

    Google Cloud Essentials

    Skills you'll gain: Google Cloud Platform, Virtual Machines, Kubernetes, Cloud Computing, Serverless Computing, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Containerization, Command-Line Interface, Cloud Security, Big Data, Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Advanced Django: Building a Blog

    Skills you'll gain: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Object-Relational Mapping, Model View Controller, Cloud Hosting, User Accounts, Application Security, Configuration Management, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    113 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Functions & Applications

    Skills you'll gain: Mathematical Modeling, Graphing, Algebra, General Mathematics, Applied Mathematics, Arithmetic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    191 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Managing Azure Infrastructure: Storage, Monitoring & Backup

    Skills you'll gain: Patch Management, Microsoft Azure, Disaster Recovery, System Monitoring, Cloud Storage, Infrastructure As A Service (IaaS), Data Storage Technologies, Cloud Security, Continuous Monitoring, Virtual Machines, Data Security, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Metasploit for Beginners: Ethical Penetration Testing

    Skills you'll gain: Metasploit, Penetration Testing, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Cybersecurity, Data Ethics, Virtual Machines, Linux, Technical Documentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

    Skills you'll gain: Agentic systems, Generative AI Agents, LLM Application, Application Design, Tool Calling, Large Language Modeling, Software Design Patterns, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, Package and Software Management, Unified Modeling Language, Matplotlib, Software Testing, Docker (Software), Unit Testing, Development Testing, CI/CD, Test Automation, Data Manipulation, Pandas (Python Package), Data Visualization, Scripting, Data Modeling, DevOps, Programming Principles, Python Programming, Data Structures, Computer Programming

    4
    Rating, 4 out of 5 stars
    ·
    208 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Mathematical Modeling, Simulations, Control Systems, Network Model, Embedded Systems, Systems Analysis, Technical Design, Computational Logic, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Manage Identities and Governance in Azure

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Microsoft Azure, Single Sign-On (SSO), Active Directory, Cloud Management, Identity and Access Management, Authorization (Computing), Authentications, Multi-Factor Authentication, User Provisioning, Data Governance, Cloud Services, User Accounts, Security Controls, Virtual Machines, Self Service Technologies, Scalability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Principles of Leadership: Leading Technical Organizations

    Skills you'll gain: Accountability, Executive Presence, Decision Making, Conflict Management, Business Ethics, Succession Planning, Risk Management, Organizational Structure, Stakeholder Management, Stakeholder Analysis, Professional Networking, Diversity Equity and Inclusion Initiatives, Strategic Leadership, Business Relationship Management, Relationship Building, Culture Transformation, Business Strategy, Organizational Leadership, Engineering Management, Leadership

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Mixed Methods Research: Bridging Qualitative & Quantitative

    Skills you'll gain: Data Collection, Research Design, Research Methodologies, Qualitative Research, Data Ethics, Quantitative Research, Data Integration, Data Presentation, Data Storytelling, Research, Report Writing, Surveys, Interactive Data Visualization, Stakeholder Communications, Presentations, Data Analysis, Data Management, Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • User Experience & Interaction Design for AR/VR/MR/XR: University of Michigan
  • Google Cloud Essentials: Pearson
  • Advanced Django: Building a Blog: Codio
  • Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University
  • Managing Azure Infrastructure: Storage, Monitoring & Backup: Microsoft
  • Metasploit for Beginners: Ethical Penetration Testing: Coursera
  • Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI: IBM
  • Python Scripting for DevOps: LearnQuest
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • Manage Identities and Governance in Azure: Whizlabs

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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