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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


  • K

    Kennesaw State University

    Six Sigma Tools for Define and Measure

    Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Project Schedules, Business Process, Process Development, Project Planning, Quality Management, User Feedback, Probability & Statistics, Process Flow Diagrams, Data Validation, Descriptive Statistics, Data Quality, Customer Insights, Stakeholder Engagement, Stakeholder Analysis

    4.6 stars, 2.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (2.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Madecraft

    Python Quick Start

    Skills you'll gain: Object Oriented Programming (OOP), Python Programming, IT Automation, Programming Principles, Computer Programming, Jupyter, Data Structures, Code Reusability, Computational Thinking, Development Environment, Algorithms, Data Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Data-Driven Decision-Making, Behavioral Economics, Case Studies, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms

    4.9 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (45) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    PostgreSQL for Everybody

    Skills you'll gain: Stored Procedure, NoSQL, Database Design, Database Architecture and Administration, SQL, Database Systems, Relational Databases, Cloud Applications, Database Theory, PostgreSQL, Database Management Systems, Data Store, Databases, Data Modeling, JSON, Database Software, Database Application, Database Management, Query Languages, Natural Language Processing

    4.7 stars, 1.4K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (1.4K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Databases, Social Media Analytics, Data Processing, Text Mining, Social Sciences, Applied Machine Learning, Data Collection, Analysis, Unstructured Data, Social Studies, Simulations, Computational Thinking

    4.7 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Data Ethics, Risking, Human Centered Design, Interaction Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, AI literacy, General Data Protection Regulation (GDPR), Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

    4.7 stars, 59 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (59) · Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Introduction to R: Basic R syntax

    Skills you'll gain: R (Software), R Programming, Computational Logic, Arithmetic, Statistical Programming, Development Environment, Programming Principles, Data Import/Export

    4.5 stars, 52 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (52) · Beginner · Guided Project · Less Than 2 Hours

  • É

    École Polytechnique Fédérale de Lausanne

    Functional Programming Principles in Scala

    Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Design, Program Development, Object Oriented Programming (OOP), Functional Design, Computer Programming, Data Structures, Code Reusability, Other Programming Languages, Theoretical Computer Science, Computational Logic

    4.8 stars, 8.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (8.3K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    AI for Non-Technical Professionals

    Skills you'll gain: Responsible AI, Google Gemini, Generative AI, ChatGPT, Anthropic Claude, AI Enablement, AI literacy, AI Product Strategy, Microsoft Copilot, Gemini, AI powered creativity, AI Workflows, GitHub Copilot, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI Integrations, Data Management, Business Leadership, Professional Development, Business Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Data Import/Export, Object Oriented Programming (OOP), Microsoft Excel, Problem Solving, Computer Programming, Solution Design, Simulations, Debugging, Code Review, Data Cleansing, Code Reusability, Spreadsheet Software, UI Components, Automation, Data Management, User Interface (UI)

    4.8 stars, 4.8K reviews, Beginner, Specialization, 3 - 6 Months

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

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

  • Six Sigma Tools for Define and Measure: Kennesaw State University
  • Python Quick Start: Madecraft
  • Human Decision Making and its Biases: Fractal Analytics
  • PostgreSQL for Everybody: University of Michigan
  • Computational Social Science Capstone Project: University of California, Davis
  • Global MOOC on the Ethics of AI: UNESCO
  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • Introduction to Cyber Security: New York University
  • Introduction to R: Basic R syntax: Coursera
  • Functional Programming Principles in Scala: École Polytechnique Fédérale de Lausanne

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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