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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


  • F

    Fractal Analytics

    Introduction to Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Generative Model Architectures, Applied Machine Learning, Generative AI, Model Deployment, Google Cloud Platform, Model Training, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Critical Thinking

    4.2 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (11) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Options Trading: Strategy, Execution & Portfolio Protection

    Skills you'll gain: Order Entry, Financial Trading, Derivatives, Portfolio Risk, Order Management, Risk Management, Risk Analysis, Portfolio Management, Decision Making, Strategic Decision-Making, Financial Market, Asset Protection, Risk Control, Business Planning, Market Dynamics, Risk Mitigation, Cost Benefit Analysis, Investments, Finance, Financial Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EC-Council

    Cybersecurity Attack and Defense Fundamentals

    Skills you'll gain: Digital Forensics, Penetration Testing, Network Security, Threat Management, Mobile Security, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Public Key Infrastructure, Vulnerability Assessments, Security Testing, Cryptography, Security Controls, Cryptographic Protocols, Cyber Security Assessment, Cybersecurity, Authorization (Computing), Cloud Computing, Malware Protection, Cyber Attacks, Data Integrity

    4.6 stars, 815 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Learn Core Java from Scratch - Hands-On Training - 2026

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Java, Integrated Development Environments, Object Oriented Design, Java Programming, Development Environment, Maintainability, Computer Programming Tools, Software Development Tools, Software Design, Data Structures, Program Development, Data Persistence, Software Architecture, Debugging, Memory Management, Code Reusability, Programming Principles, File Management

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Shopify Foundations: Setting Up Your Online Store

    Skills you'll gain: Order Fulfillment, Inventory and Warehousing, Inventory Management, Market Opportunities, Retail Store Operations, E-Commerce, Product Assortment, Retail Management, Product Planning, Market Research, Shipping and Receiving, Merchandising, Web Design, Sales Strategy, Marketing Channel, Web Design and Development, Sales Tax, Business, Marketing Strategies, Digital Marketing

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Strategic HR Leadership

    Skills you'll gain: Succession Planning, Human Resources, Human Resources Management and Planning, Workforce Planning, Strategic Leadership, Human Resource Strategy, Human Capital, Business Leadership, Change Management, People Analytics, Communication Planning, Organizational Change, Organizational Effectiveness, Strategic Decision-Making, Organizational Development, Gap Analysis, Talent Pipelining, Organizational Strategy, People Development, Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Digital Marketing and Growth Hacking with GenAI

    Skills you'll gain: Responsible AI, Generative Engine Optimization (GEO), Social Media Management, Social Media, Social Media Content, Social Media Marketing, Google Ads, Digital Marketing, Email Marketing, Social Media Strategy, Digital Advertising, Content Scheduling, Web Analytics and SEO, Digital Media Strategy, Online Advertising, Data-Driven Marketing, Customer Retention, Search Engine Optimization, Content Performance Analysis, Generative AI

    4.7 stars, 239 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (239) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • S

    Stanford Online

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    4.7 stars, 328 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (328) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    End-to-End QA Testing Cycle

    Skills you'll gain: Test Script Development, Test Automation, Test Tools, Test Case, Test Planning, Software Quality Assurance, Software Testing, Quality Assurance, API Testing, Test Execution Engine, Software Quality (SQA/SQC), Release Management, Jira (Software), Technical Communication, Quality Assurance and Control, User Story, Data Validation, GitHub, Performance Testing, Postman API Platform

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Competencias digitales de ofimática: Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Productivity Software, Microsoft Office, Excel Formulas, Data Visualization, Microsoft Word, Computer Literacy, Data Entry, Information Technology

    4.8 stars, 1.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.6K) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Online Influence and Persuasion

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Social Sciences, Research, Data Collection, AI Personalization, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Extract, Transform, Load, Media and Communications, Scripting, Psychology

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…308309310…834

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

  • Introduction to Vertex AI: Fractal Analytics
  • Options Trading: Strategy, Execution & Portfolio Protection: John Wiley & Sons
  • Cybersecurity Attack and Defense Fundamentals: EC-Council
  • Learn Core Java from Scratch - Hands-On Training - 2026: Packt
  • Shopify Foundations: Setting Up Your Online Store: John Wiley & Sons
  • Strategic HR Leadership: Microsoft
  • Simulation for Digital Transformation: Dartmouth College
  • IBM Digital Marketing and Growth Hacking with GenAI: IBM
  • AI in Healthcare Capstone: Stanford Online
  • End-to-End QA Testing Cycle: Microsoft

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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