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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

    Angular & NgRx Developer Lab 2026 – Build a Real App

    Skills you'll gain: Angular, Development Environment, Software Development Tools, Back-End Web Development, Computer Programming Tools, JavaScript Frameworks, Authentications, Web Development Tools, Application Development, Integrated Development Environments, Application Frameworks, Web Applications, User Accounts, UI Components, Application Programming Interface (API), TypeScript, Data Persistence, Data Store, Maintainability, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Company Financial Analysis for Investment Decisions

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Income Statement, Business Valuation, Balance Sheet, Profit and Loss (P&L) Management, Financial Modeling, Financial Data, Working Capital, Equities, Operational Efficiency, Tax Management, Cash Flows, Corporate Finance, Finance, Tax, Investments, Peer Review

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Financial Reporting & Performance Metrics

    Skills you'll gain: Variance Analysis, Performance Measurement, Performance Reporting, Management Reporting, Budgeting, Financial Data, Performance Analysis, Financial Reporting, Business Metrics, Financial Analysis, Management Accounting, Cost Control, Cost Accounting, Performance Metric, Profit and Loss (P&L) Management, Operational Performance Management, Key Performance Indicators (KPIs), Customer Analysis, Operating Budget, Finance

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Measurement Systems Analysis

    Skills you'll gain: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, Analysis, R (Software), Systems Of Measurement, Data Quality, R Programming, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing

    ★ 4.2 (10) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Cybersecurity Fundamentals – ISC2 Certification Prep

    Skills you'll gain: Security Controls, Incident Response, Business Continuity Planning, Authentications, Computer Security Incident Management, Cybersecurity, Cyber Attacks, Cyber Risk, Security Management, Threat Management, Threat Detection, General Networking, Risk Management Framework, Network Security, Disaster Recovery, Computer Networking, Cyber Security Assessment, Cyber Security Policies, Data Security, Information Assurance

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, LangChain, LangGraph, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Large Language Modeling, Analytics, Software Design Patterns

    ★ 4.6 (256) · Intermediate · Specialization · 1 - 3 Months

    Category: Top AI Program
    Top AI Program
  • C

    Coursera

    Set Permissions Right

    Skills you'll gain: Role-Based Access Control (RBAC), Collaborative Software, Authorization (Computing), Identity and Access Management, Data Security, User Accounts, User Provisioning, Security Management, Project Management

    Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    AI Security and Governance on AWS

    Skills you'll gain: AI Security, Amazon Bedrock, Responsible AI, AWS Identity and Access Management (IAM), Security Testing, IT Security Architecture, Identity and Access Management, Cloud Security, Amazon Web Services, Authentications, Enterprise Architecture, Security Controls, Secure Coding, Continuous Monitoring, Network Security, Data Security, Generative AI, Personally Identifiable Information, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    CISSP Certified Information Security Professional Exam Guide

    Skills you'll gain: Threat Management, Risk Management Framework, Risk Management, Network Security, Identity and Access Management, Cybersecurity, Disaster Recovery, IT Security Architecture, Cryptography, OSI Models, Application Security, Cyber Security Policies, Infrastructure Security, Network Administration, Secure Coding, Personally Identifiable Information, Encryption, Security Testing, Information Technology, Software Development Tools

    Intermediate · Course · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    The Digital Marketing Revolution

    Skills you'll gain: Marketing Management, Marketing, Strategic Marketing, Marketing Strategies, Consumer Behaviour, Marketing Channel, Cross-Channel Marketing, Global Marketing, Digital Transformation, Case Studies, digital literacy, Digital Marketing, Business Strategy, Innovation

    ★ 4.7 (1.8K) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Generative AI and Symbolic Reasoning

    Skills you'll gain: Generative AI, Large Language Modeling, Responsible AI, Generative Model Architectures, ChatGPT, AI literacy, Artificial Intelligence, LLM Application, Data Ethics, AI Integrations, AI Security, Fine-tuning, Computational Logic

    ★ 4.9 (11) · Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Machine Learning Methods, Machine Learning Algorithms, Autoencoders, Statistical Machine Learning, Machine Learning, Model Optimization, Supervised Learning, Applied Machine Learning, Model Training, Decision Tree Learning, Random Forest Algorithm, Deep Learning, Feature Engineering, Classification Algorithms, Artificial Neural Networks, Embeddings, Logistic Regression

    ★ 4.9 (35) · Intermediate · Course · 3 - 6 Months

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

  • Angular & NgRx Developer Lab 2026 – Build a Real App: Packt
  • Company Financial Analysis for Investment Decisions: EDUCBA
  • Master Financial Reporting & Performance Metrics: EDUCBA
  • Measurement Systems Analysis: University of Colorado Boulder
  • Cybersecurity Fundamentals – ISC2 Certification Prep: Packt
  • Building AI Agents and Agentic Workflows: IBM
  • Set Permissions Right: Coursera
  • AI Security and Governance on AWS: Pragmatic AI Labs
  • CISSP Certified Information Security Professional Exam Guide: Packt
  • The Digital Marketing Revolution: University of Illinois Urbana-Champaign

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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