• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Big Data

    Big Data Courses Online

    Master big data technologies for handling large datasets. Learn about data storage, processing, and analysis using tools like Hadoop and Spark.

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.
    Graduate level learning within reach.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Big Data Course Catalog

    • I

      IBM

      Back-end Application Development Capstone Project

      Skills you'll gain: NoSQL, MongoDB, Flask (Web Framework), Application Deployment, Databases, Back-End Web Development, Database Systems, Django (Web Framework), Cloud Development, OpenShift, Cloud Applications, Microservices, Kubernetes, API Gateway, Web Applications, Docker (Software), Application Development, Web Services, Business Logic, Systems Integration

      5
      Rating, 5 out of 5 stars
      ·
      33 reviews

      Advanced · Course · 1 - 3 Months

    • U

      Universidad de Palermo

      Finanzas y Operaciones de Marketing y Ventas

      Skills you'll gain: Sales Management, Marketing Effectiveness, Marketing Analytics, Business Metrics, Business Operations, Marketing, Business Marketing, Sales, B2B Sales, Sales Strategy, Business, Performance Measurement, Marketing Strategies, Digital Marketing, Return On Investment, Customer Relationship Building, Key Performance Indicators (KPIs), Business Management, Financial Forecasting, Promotional Strategies

      4.9
      Rating, 4.9 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Stability and Capability in Quality Improvement

      Skills you'll gain: Process Capability, Statistical Process Controls, Statistical Analysis, R Programming, Quality Control, Data Analysis, Probability & Statistics, Statistical Methods, Statistics, Data Transformation, Probability Distribution

      Build toward a degree

      4.2
      Rating, 4.2 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 3 Months

    • M

      Microsoft

      Identity Protection and Governance 

      Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, System Monitoring, Identity and Access Management, Cloud Security, Enterprise Security, Data Governance, Authorization (Computing), User Provisioning, Multi-Factor Authentication, Authentications

      4.5
      Rating, 4.5 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Essential Cloud Infrastructure: Core Services em Português Brasileiro

      Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Management, Data Storage, Cloud Storage, Databases, Cloud Security, User Accounts, Role-Based Access Control (RBAC), System Monitoring, Encryption, Scalability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      147 reviews

      Intermediate · Course · 1 - 3 Months

    • I

      Infosec

      NIST 800-171

      Skills you'll gain: NIST 800-53, Security Controls, Security Requirements Analysis, Cyber Security Policies, Information Assurance, Information Systems Security, Personally Identifiable Information, Configuration Management, Change Control

      4.6
      Rating, 4.6 out of 5 stars
      ·
      43 reviews

      Mixed · Course · 1 - 3 Months

    • Placeholder
      L

      LearnQuest

      Introduction to Visual Basic Programming

      Skills you'll gain: Visual Basic (Programming Language), Development Environment, Program Development, Microsoft Development Tools, Programming Principles, .NET Framework, Computer Programming, Integrated Development Environments, Data Entry, Application Development, User Interface (UI), Business Logic, Computational Logic, Cross Platform Development, Command-Line Interface, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      50 reviews

      Beginner · Course · 1 - 4 Weeks

    • Placeholder
      C

      Coursera Project Network

      Optimization of SQL query Tuning and Performance

      Skills you'll gain: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Databases

      3.2
      Rating, 3.2 out of 5 stars
      ·
      26 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Placeholder
      Status: Free
      Free
      C

      Coursera Project Network

      ArcGIS for Beginners: Mapping Urban Green Spaces

      Skills you'll gain: ArcGIS, Data Presentation, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Import/Export, Data Mapping, Data Manipulation

      4.2
      Rating, 4.2 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Placeholder
      E

      EDUCBA

      Embedded C Programming Essentials

      Skills you'll gain: Embedded Software, Debugging, Embedded Systems, Integrated Development Environments, C (Programming Language), Computer Programming Tools, Development Environment, System Programming, Microarchitecture, Data Storage, Computer Programming, Peripheral Devices

      4.8
      Rating, 4.8 out of 5 stars
      ·
      30 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Placeholder
      Status: Free
      Free
      É

      École Polytechnique

      Aléatoire : une introduction aux probabilités - Partie 2

      Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Advanced Mathematics, Mathematical Theory & Analysis, Simulations, Statistical Methods, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      39 reviews

      Mixed · Course · 1 - 3 Months

    • Placeholder
      C

      Coursera Project Network

      Create an infographic with Infogram

      Skills you'll gain: Data Storytelling, Infographics, Data Presentation, Data Visualization Software, Visualization (Computer Graphics), Graphic and Visual Design

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Beginner · Guided Project · Less Than 2 Hours

    Big Data learners also search

    Big Data Analytics
    Beginner Big Data
    Big Data Projects
    Advanced Big Data
    Data Engineering
    Python Data Science
    Computer Science
    Data Architecture
    1…298299300…584

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

    • Back-end Application Development Capstone Project: IBM
    • Finanzas y Operaciones de Marketing y Ventas: Universidad de Palermo
    • Stability and Capability in Quality Improvement: University of Colorado Boulder
    • Identity Protection and Governance : Microsoft
    • Essential Cloud Infrastructure: Core Services em Português Brasileiro: Google Cloud
    • NIST 800-171: Infosec
    • Introduction to Visual Basic Programming: LearnQuest
    • Optimization of SQL query Tuning and Performance: Coursera Project Network
    • ArcGIS for Beginners: Mapping Urban Green Spaces: Coursera Project Network
    • Embedded C Programming Essentials: EDUCBA

    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)

    Frequently Asked Questions about Big Data

    “Big data” is a term widely used to describe our data-rich world, in which virtually every activity generates a digital data footprint that can be collected and analyzed. While data and data analysis are not necessarily new, the effective use of the extremely large - and rapidly-growing - datasets of today require new approaches to data management.

    In order to harness big data for important applications like machine learning and artificial intelligence, you need more than an Excel spreadsheet or a traditional relational database and SQL. Instead, an entire data infrastructure is necessary to collect and process this data at scale, including data pipelines, data lakes, and data warehouses.

    To make this possible, data engineers rely on new approaches to data processing such as MapReduce, developed by Google, the open-source Apache Hadoop ecosystem including Apache Spark and Apache Hive, and, increasingly, cloud computing and cloud database platforms like Cloudera.‎

    With companies in practically every industry eager to discover ways to harness the power of big data in their operations, having a background in this area can open doors to a wide range of careers. Operations managers at manufacturing or logistics companies may harness data to improve their demand forecasting, inventory planning, and process efficiency; digital marketers use marketing analytics to better understand their customers and the effectiveness of their messaging; and “quants” at hedge funds rely on data-based financial engineering approaches to move millions of dollars in milliseconds.

    Understanding how big data applications are built and what they are capable of can thus be incredibly valuable even if you aren’t a data engineer or data scientist yourself. However, if you have the expertise and desire to work directly with big data yourself, data engineers are responsible for building the data infrastructure capable of reliably and efficiently delivering big data at scale, and data scientists are responsible for using a wide range of analytic and programming approaches to uncover insights from it.

    These two roles are in extremely high demand, and command salaries to match. According to Glassdoor, data engineers earn an average annual salary of $102,864, and data scientists earn an average annual salary of $113,309.‎

    Yes - in fact, Coursera is one of the best places to learn about big data. You can take individual courses and Specializations spanning multiple courses on big data, data science, and related topics from top-ranked universities from all over the world, from the University California San Diego to Universitat Autònoma de Barcelona. Coursera also offers the opportunity to learn from industry leaders in the field like Google Cloud, Cloudera, and IBM, including options to get professional certificates.‎

    The skills and experience that you might need to already have before starting to learn big data may include software programming knowledge as well as top skills in math, algebra, data science, and related areas. The types of programming languages that are common in big data environments include Python, SQL, Java, C, and overall data structure and algorithm insights. Working with structured and unstructured data may likely require knowledge and background in discrete mathematics, statistics, and linear algebra. Of course, learning about big data roles would also require you to bring good soft skills like listening, focus, communication, and flexibility to the table. Finally, what would also play a part before starting to learn big data might include a good education in data science or mathematics.‎

    The kind of people best suited for work that involves big data are those who are keenly interested in data sciences, statistical modeling, data analysis, and the move to a big data future with the internet. People who love to work with data are best suited for roles in big data. This would likely include persons who may have quantitative experience in data technology, or a background and a skill set working with accounting, finance, ratios, and percentages. Big data enthusiasts may also be adventurous types, who take big risks and want to work at the forefront of technology and society.‎

    Learning big data may be right for you if you have strong analytical insights, a data science background, a head for numbers, and a familiarity with internet tools, cloud platforms, and data analysis software. Working in big data is one of the most in-demand jobs now, and the opportunity to work in a relevant field is very alluring. If you're flexible in your work roles, are a creative thinker, and have the discipline and right background, then learning big data may be right for you to advance your career forward.‎

    Online Big Data courses offer a convenient and flexible way to enhance your existing knowledge or learn new Big Data skills. With a wide range of Big Data classes, you can conveniently learn at your own pace to advance your Big Data career skills.‎

    When looking to enhance your workforce's skills in Big Data, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

    Other topics to explore

    Placeholder
    Arts and Humanities
    338 courses
    Placeholder
    Business
    1095 courses
    Placeholder
    Computer Science
    668 courses
    Placeholder
    Data Science
    425 courses
    Placeholder
    Information Technology
    145 courses
    Placeholder
    Health
    471 courses
    Placeholder
    Math and Logic
    70 courses
    Placeholder
    Personal Development
    137 courses
    Placeholder
    Physical Science and Engineering
    413 courses
    Placeholder
    Social Sciences
    401 courses
    Placeholder
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Education Articles
    • Career Development Resources
    • Career Aptitude Test

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog
    • Teaching Center

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Placeholder
    Placeholder
    Placeholder
    © 2025 Coursera Inc. All rights reserved.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder