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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


  • P

    Packt

    QuickBooks - Best Practices

    Skills you'll gain: QuickBooks (Accounting Software), Record Keeping, Accounting Records, Ledgers (Accounting), Bookkeeping, Reconciliation, Accounting and Finance Software, Small Business Accounting, Standard Accounting Practices, Accounting Software, Cash Handling, Accounting, Financial Reporting, Cash Control, Expense Management, Data Maintenance, Account Management, Business Process Automation, Payroll Processing, Specialized Sales

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    AI Tooling

    Skills you'll gain: Amazon Bedrock, AI Security, Retrieval-Augmented Generation, Docker (Software), Prompt Engineering, GitHub Copilot, Token Optimization, Agentic Workflows, AI Orchestration, LLM Application, Debugging, Serverless Computing, Software As A Service, Model Context Protocol, Amazon Web Services, Large Language Modeling, Rust (Programming Language), Code Review, Natural Language Processing, GitHub

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Data Ethics, Sustainability Reporting, Database Design, Agentic systems, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • U

    University of Colorado Boulder

    Master of Engineering in Engineering Management

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Data Ethics, Sustainability Reporting, Database Design, Agentic systems, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • P

    Packt

    RxJS Foundations 2026 - Learn Modern Reactive Programming

    Skills you'll gain: Javascript, Debugging, Frontend Integration, Event-Driven Programming, Dataflow, Web Applications, Development Environment, Cloud Computing

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create a Financial Statement using Microsoft Excel

    Skills you'll gain: Financial Statements, Microsoft Excel, Excel Formulas, Balance Sheet, Ledgers (Accounting), Financial Statement Analysis, Financial Data, Income Statement, Bookkeeping, Data Entry, Financial Reporting, Financial Accounting, Profit and Loss (P&L) Management, Spreadsheet Software, Month End Closing

    ★ 4.5 (863) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Healthcare IT Support

    Skills you'll gain: Electronic Medical Record System, Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Electronic Medical Record, Telehealth, Medical Records, Patient Safety, Health Technology, Health Information Management, Clinical Informatics, Health Information Management and Medical Records, Health Informatics, Medical Equipment and Technology, Security Awareness, Desktop Support, End User Training and Support, Technical Support and Services, Medical Support, Technical Support, Customer Support

    ★ 4.8 (1.4K) · Beginner · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    Introduction to Information Technology and AWS Cloud

    Skills you'll gain: Amazon Web Services, Web Applications, Cloud Services, Amazon Elastic Compute Cloud, Cloud Solutions, Information Technology, Cloud Computing, Public Cloud, Network Protocols, IT Infrastructure, Computer Systems, Amazon S3, Web Development, General Networking, Network Security, Web Servers, Operating Systems, Servers, Data Analysis, Project Management

    ★ 4.8 (520) · Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Random Models, Nested and Split-plot Designs

    Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Data Transformation, Statistical Hypothesis Testing, Probability Distribution, Logistic Regression

    ★ 4.7 (36) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on Google Cloud

    Skills you'll gain: Generative AI, Generative AI Agents, Google Gemini, Google Cloud Platform, Generative Model Architectures, MLOps (Machine Learning Operations), Prompt Engineering, Tensorflow, AI Workflows, Cloud Infrastructure, Applied Machine Learning, Artificial Intelligence, Data Infrastructure, Multimodal Prompts, Model Deployment, Model Training, Machine Learning, Model Evaluation, Supervised Learning

    ★ 4.6 (329) · Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Accounting Foundations Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand

    Graduate Certificate · 6 - 12 Months

  • U

    University of Pennsylvania

    Introduction to Java and Object-Oriented Programming

    Skills you'll gain: Object Oriented Design, Java, Object Oriented Programming (OOP), Unit Testing, Java Programming, Application Development, Data Structures, Application Design, Software Testing, Program Development, Programming Principles, Systems Development, Test Driven Development (TDD), Computer Programming, Other Programming Languages

    ★ 4.5 (332) · Beginner · Course · 1 - 4 Weeks

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

  • QuickBooks - Best Practices: Packt
  • AI Tooling: Pragmatic AI Labs
  • Master of Science in Computer Science: University of Colorado Boulder
  • Master of Engineering in Engineering Management: University of Colorado Boulder
  • RxJS Foundations 2026 - Learn Modern Reactive Programming: Packt
  • Create a Financial Statement using Microsoft Excel: Coursera
  • Healthcare IT Support: Johns Hopkins University
  • Introduction to Information Technology and AWS Cloud: Amazon Web Services
  • Random Models, Nested and Split-plot Designs: Arizona State University
  • Introduction to AI and Machine Learning on Google Cloud: Google Cloud

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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