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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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    Packt

    ASP.NET Core MVC Fundamentals & CRUD Operations

    Skills you'll gain: ASP.NET, Model View Controller, .NET Framework, Object-Relational Mapping, Database Management, Data Access, Full-Stack Web Development, Web Development, Web Applications, Database Development, Software Architecture, Software Design Patterns, Maintainability

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Apple Support Pro Certification Guide (SUP-2026)

    Skills you'll gain: Knowledge of Apple Software, User Accounts, Knowledge of Apple Hardware, User Provisioning, AI literacy, Authentications, Data Sharing

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Advanced JavaScript 2: Async JS, APIs, Operators, Objects

    Skills you'll gain: Application Programming Interface (API), Javascript, Web Development

    Intermediate · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Relational Databases

    Skills you'll gain: Relational Databases, Databases, Database Theory, Database Design, Database Management, Database Development, SQL, Database Architecture and Administration, Database Management Systems, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Storage, System Design and Implementation, Information Technology, Data Analysis, Information Architecture, Problem Solving, Logical Reasoning

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Investigating Epidemics like COVID-19: An Analyst's Guide

    Skills you'll gain: Epidemiology, Health Disparities, Spatial Data Analysis, Data Visualization, Data Presentation, Public Health, Public Health and Disease Prevention, Health Policy, Data Analysis, Biostatistics, Geospatial Information and Technology, Geospatial Mapping, Analytics, Statistical Analysis, Exploratory Data Analysis, Anomaly Detection, Infectious Diseases, Risk Analysis, Statistical Methods, Microsoft Excel

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Linux Bash Scripting & Shell Programming

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Linux Administration, Linux, Scripting, Scripting Languages, grep, Unix Commands, File Management, Unix, Command-Line Interface, Debugging, Code Reusability, System Configuration, File I/O, User Interface (UI), IT Automation, Interactive Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Unity Projects: RPG, Level Design & VFX

    Skills you'll gain: Animation and Game Design, Game Design, Unity Engine, Animations, User Interface (UI), Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, Software Design, C# (Programming Language), Scripting, System Implementation, Physics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    53 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    SQL for Any IT Professional: Unit 1

    Skills you'll gain: Database Design, SQL, Relational Databases, Databases, Database Systems, Database Management, Data Modeling, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    C++ Superpowers and More

    Skills you'll gain: Secure Coding, C and C++, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Security Engineering, Interoperability, Unix, Embedded Software, Information Systems Security, OS Process Management, Embedded Systems, Operating Systems, Data Security, Memory Management, Authorization (Computing), Linux

    3.9
    Rating, 3.9 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    Illinois Tech

    Introduction to Open Source Operating Systems - Bachelor's

    Skills you'll gain: Open Source Technology, Package and Software Management, Linux, Ubuntu, Operating System Administration, Linux Administration, Linux Commands, Operating Systems, Unix, Command-Line Interface, File Systems, Linux Servers, Unix Commands, Network Administration, Red Hat Enterprise Linux, Bash (Scripting Language), Application Deployment, Shell Script, IT Automation, Web Applications

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Object-Oriented Programming and Java Fundamentals

    Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Object Oriented Design, Computer Programming, Programming Principles, Software Design, Computational Logic, Data Structures

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    The Ultimate Excel VBA Course - Learn and Master VBA Fast

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Data Structures, Scripting, Programming Principles, Automation, Development Environment, Microsoft Development Tools, Computational Logic

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

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

  • ASP.NET Core MVC Fundamentals & CRUD Operations: Packt
  • Apple Support Pro Certification Guide (SUP-2026): Packt
  • Advanced JavaScript 2: Async JS, APIs, Operators, Objects: Scrimba
  • Relational Databases: Birla Institute of Technology & Science, Pilani
  • Investigating Epidemics like COVID-19: An Analyst's Guide: Johns Hopkins University
  • Linux Bash Scripting & Shell Programming: EDUCBA
  • Advanced Unity Projects: RPG, Level Design & VFX: EDUCBA
  • SQL for Any IT Professional: Unit 1: Pearson
  • C++ Superpowers and More: Infosec
  • Introduction to Open Source Operating Systems - Bachelor's: Illinois Tech

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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