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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


  • G

    Google Cloud

    Cloud SQL for PostgreSQL Database Observability and Tuning

    Skills you'll gain: PostgreSQL, Performance Tuning, Database Management, Google Cloud Platform, Database Software, SQL, Data Management, Application Performance Management, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    C Programming Bootcamp - The Complete C Language Course

    Skills you'll gain: Memory Management, C and C++, Computational Thinking, Data Access

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Algorithm Interview Practice for Junior Developers

    Skills you'll gain: Algorithms, Data Structures, Javascript, Computational Thinking, Programming Principles, Graph Theory, Solution Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Español

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Business Ethics, AI Product Strategy, Accountability, Ethical Standards And Conduct, Accountability Frameworks, Governance, Program Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Employee Databases Using MS SQL Server

    Skills you'll gain: Database Development, Databases, Database Theory

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Information Systems Implementation and Business Resilience

    Skills you'll gain: Disaster Recovery, Business Continuity Planning, Business Continuity, Database Management, Database Administration, Database Management Systems, Database Architecture and Administration, Problem Management, Database Theory, Contingency Planning, Relational Databases, Incident Management, IT Infrastructure, IT Service Management, Service Management, Information Systems, System Implementation, Service Level, Program Evaluation, Software Development Methodologies

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure 한국어

    Skills you'll gain: Prompt Engineering, Cloud Infrastructure, Google Cloud Platform, Infrastructure As A Service (IaaS), Generative AI, Kubernetes, Cloud Platforms, Cloud Services, Cloud Storage, Virtual Machines, Virtual Networking, Application Development, Cloud Management, Network Infrastructure, Containerization, Data Storage Technologies, Identity and Access Management, Serverless Computing, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Cloud Security Essentials: AWS, Azure, GCP Protection

    Skills you'll gain: Cloud Security, Encryption, Network Security, Cloud Platforms, AI Security, Identity and Access Management, DevSecOps, Cloud Computing, Cloud Services, Cloud Infrastructure, Infrastructure Security, Cloud Management, Zero Trust Network Access, IT Security Architecture, Data Security, Multi-Cloud, Data Storage, AWS Identity and Access Management (IAM), Microsoft Azure, Data Encryption Standard

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Security Testing, Model Evaluation, Open Source Technology, Metadata Management, Security Controls, Data Integrity, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Mastering Windows Server 2025

    Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Systems Administration

    Beginner · Specialization · 3 - 6 Months

  • P

    Pearson

    Wireshark 101: Packet Analysis Essentials

    Skills you'll gain: Network Troubleshooting, Network Protocols, Network Support, Network Monitoring, Network Analysis, TCP/IP, Network Security, Cybersecurity

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Network Security and Endpoint Strategies

    Skills you'll gain: Network Security, Endpoint Security, Hardening, Virtual Private Networks (VPN), Firewall, IT Security Architecture, Network Administration, Cloud Deployment, Cloud Security, Cybersecurity, Cyber Attacks, Infrastructure Security, Computer Security, Role-Based Access Control (RBAC), Cloud Computing, Authorization (Computing), Security Controls, Cryptographic Protocols, Identity and Access Management, Cloud Solutions

    Intermediate · Course · 1 - 4 Weeks

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

  • Cloud SQL for PostgreSQL Database Observability and Tuning: Google Cloud
  • C Programming Bootcamp - The Complete C Language Course: Packt
  • Algorithm Interview Practice for Junior Developers: Scrimba
  • Responsible AI: Applying AI Principles with GC - Español: Google Cloud
  • Analyze Employee Databases Using MS SQL Server: EDUCBA
  • Information Systems Implementation and Business Resilience: Whizlabs
  • Google Cloud Fundamentals: Core Infrastructure 한국어: Google Cloud
  • Cloud Security Essentials: AWS, Azure, GCP Protection: Packt
  • Ethics and Safety in Open AI: Coursera
  • Mastering Windows Server 2025: Packt

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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