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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


  • C

    Coursera

    K-Means Clustering 101: World Happiness Report

    Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Scientific Visualization, Social Sciences, Machine Learning Methods, Socioeconomics, Statistical Machine Learning, Machine Learning Algorithms, Social Studies, Economics, Policy, and Social Studies, Social Determinants Of Health, Data Mining, Data Analysis, Python Programming

    4.7 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (21) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Mastering Advanced Pivot Tables in Excel

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard Creation, Dashboard, Spreadsheet Software, Business Reporting, Interactive Data Visualization, Data Visualization, Excel Formulas, Data Import/Export, Data Cleansing, Data Analysis Software, Timelines

    4.8 stars, 17 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.8 (17) · Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Demand Forecasting Using Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Trend Analysis, Data Visualization, Customer Demand Planning, Regression Analysis, Plot (Graphics), Forecasting, Statistical Analysis, Predictive Modeling, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Supply Chain, Supply Chain Management, Data Analysis, Pandas (Python Package), Statistical Modeling, Machine Learning, Python Programming

    3.3 stars, 39 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.3 (39) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Power BI Fundamentals

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Dashboard, Business Intelligence, Data Import/Export, Dashboard Creation, Business Reporting, Performance Reporting, Interactive Data Visualization, Data Modeling, Data Wrangling, Data Transformation, Data Visualization Software, Data Analysis, Data Sharing, Sales

    4.8 stars, 276 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (276) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Rutgers the State University of New Jersey

    Healthcare Organization Operations

    Skills you'll gain: Patient-centered Care, Health Care Administration, Health Administration, Governance, Business Process, Medical Management, Business Process Management, Quality Improvement, Health Systems, Process Improvement, Process Development, Process Management, Continuous Quality Improvement (CQI), Quality Assurance, Process Design, Healthcare Project Management, Health And Wellness Coaching, Health Care, Value-Based Care, Data Quality

    4.6 stars, 693 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (693) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Mainframe Developer

    Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Systems Development Life Cycle, Software Development Life Cycle, Mainframe Technologies, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Agile Software Development, Debugging, Pseudocode, Program Development, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, File I/O

    4.6 stars, 1.4K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (1.4K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    4.3 stars, 7 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (7) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Build an App That Uses WebSockets in 2026 to Transfer Files

    Skills you'll gain: Node.JS, Server Side, Web Applications, Web Frameworks, Real Time Data, Live Streaming, Network Model, Frontend Integration, Data Sharing, Network Protocols, File I/O, Event-Driven Programming, Secure Coding, Frontend Performance, Browser Compatibility, Javascript, Memory Management, Dynamic Host Configuration Protocol (DHCP), Network Routers, Debugging

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Chris Croft Training

    Overcome Procrastination: Procrastination Mastery

    Skills you'll gain: Self-Discipline, Overcoming Obstacles, Productivity, Goal Setting, Personal Development, Self-Motivation, Prioritization, Time Management, Accountability, Stress Management, Mental Concentration, Planning, Motivational Skills, Goal-Oriented, Workflow Management, Problem Solving, Organizational Effectiveness, Decision Making, Plan Execution, Behavior-Driven Development

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Prompt Patterns, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), OpenAI API, Generative AI, AI Workflows, Program Development, Prompt Engineering, Agentic systems, Plot (Graphics), AI Integrations, Augmented Reality

    4.4 stars, 20 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (20) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Entrepreneurial Finance: Strategy and Innovation

    Skills you'll gain: Financial Modeling, Blockchain, FinTech, Risk Modeling, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Excel Formulas, Market Data, Emerging Technologies, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Law, Regulation, and Compliance, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel

    4.5 stars, 1.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Scrum Alliance

    The AI-Powered Scrum Master

    Skills you'll gain: Scrum (Software Development), Prompt Engineering, Backlogs, Sprint Planning, Agile Product Development, Agile Software Development, Agile Project Management, Agile Methodology, Responsible AI, Team Management, Project Management, Project Coordination, Team Leadership, Team Motivation, Cross-Functional Team Leadership, Project Planning, Leadership and Management, Strategic Leadership, Leadership, Leadership Development

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular big data courses

  • K-Means Clustering 101: World Happiness Report: Coursera
  • Mastering Advanced Pivot Tables in Excel: Packt
  • Demand Forecasting Using Time Series: LearnQuest
  • Power BI Fundamentals: Corporate Finance Institute
  • Healthcare Organization Operations: Rutgers the State University of New Jersey
  • IBM Mainframe Developer: IBM
  • Deep Learning with Real-World Projects: Packt
  • Build an App That Uses WebSockets in 2026 to Transfer Files: Packt
  • Overcome Procrastination: Procrastination Mastery: Chris Croft Training
  • Retrieval Augmented Generation: 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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