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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


  • E

    EDUCBA

    Forensic Accounting: Detect, Investigate & Prevent Fraud

    Skills you'll gain: Investigation, Fraud detection, Specialized Accounting, Auditing, Litigation Support, Accounting, Report Writing, Employee Training, Internal Controls, Risk Analysis, Case Studies

    ★ 4.8 (21) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    ML Concepts, Models & Workflow Essentials

    Skills you'll gain: Model Training, Java Programming, Java, Feature Engineering, Machine Learning Methods, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Data Pipelines

    Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Neuroscience Methods

    Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Sensory Systems Analysis, Statistical Analysis, Psychological Evaluations, Data Analysis, Data Collection, Neurology, Psychology, Physiology, Image Analysis, Medical Imaging, Statistical Hypothesis Testing, Statistical Inference

    ★ 4.6 (8) · Intermediate · Course · 1 - 3 Months

  • K

    Knowledge Accelerators

    Advanced Microsoft 365 Copilot AI: Build & Use Agents

    Skills you'll gain: Responsible AI, Microsoft Copilot, Risking, Data Ethics, Microsoft 365, Generative AI Agents, LLM Application, Generative AI, AI Workflows, Governance, Agentic Workflows, Large Language Modeling, Prompt Engineering, Ethical Standards And Conduct

    ★ 4.3 (9) · Advanced · Course · 1 - 3 Months

  • S

    Scrum Alliance

    Agile for the Modern Product Manager

    Skills you'll gain: Prompt Engineering, User Story, Responsible AI, Business Metrics, Agile Product Development, Performance Metric, Performance Measurement, Prompt Engineering Tools, Data-Driven Decision-Making, Data Storytelling, Key Performance Indicators (KPIs), Team Building, AI Workflows, Technical Communication, Product Planning, Brainstorming, AI powered creativity, Agile Project Management, Agile Methodology, Project Management

    ★ 3.6 (10) · Beginner · Specialization · 3 - 6 Months

  • F

    Fred Hutchinson Cancer Center

    Making Science Reproducible - A Capstone Course

    Skills you'll gain: Version Control, Continuous Integration, Secure Coding, Continuous Delivery, Key Management

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Financial Forecasting and Planning

    Skills you'll gain: Financial Forecasting, Model Deployment, Forecasting, Financial Data, Decision Intelligence, Responsible AI, Generative AI, AI Integrations, Financial Management, Market Intelligence, Data-Driven Decision-Making, General Finance, Financial Planning, Market Research, Artificial Intelligence, Market Analysis, Data Quality

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

  • A

    Alex Genadinik

    Modern Leadership With Emotional Intelligence Specialization - 2026

    Skills you'll gain: Decision Making, Team Motivation, Active Listening, Leadership, Empathy, Strategic Decision-Making, Leadership Development, Decisiveness, Non-Verbal Communication, Drive Engagement, Leadership and Management, Business Leadership, Intercultural Competence, Leadership Studies, Empathy & Emotional Intelligence, Organizational Leadership, Strategic Leadership, Team Leadership, Data-Driven Decision-Making, Emotional Intelligence

    Beginner · Specialization · 3 - 6 Months

  • X

    Xbox

    Product Launch and Post-Launch Management

    Skills you'll gain: Product Planning, AI Product Strategy, Product Management, New Product Development, Quality Assurance and Control, Sales Strategy, Performance Analysis, Marketing Strategies, Product Marketing, Product Development, Product Lifecycle Management, Promotional Strategies, Quality Control, Quality Assurance, Performance Improvement, Product Improvement, Performance Measurement, Sales Enablement, Cross-Functional Collaboration, Data Analysis

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

  • S

    Scrimba

    Advanced JavaScript

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Javascript, Application Programming Interface (API), Code Reusability, Software Design Patterns, Data Management, Data Structures, Web Development, Computational Logic, Programming Principles, Data Import/Export, Software Development, Software Engineering, Performance Tuning

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

  • M

    Microsoft

    Microsoft Getting Started with ASP.NET Core

    Skills you'll gain: CI/CD, ASP.NET, Continuous Deployment, Application Deployment, Cloud Deployment, Restful API, Azure DevOps Pipelines, Software Testing, .NET Framework, Responsive Web Design, jQuery, API Design, Data Migration, Azure DevOps, Configuration Management, Data Validation, HTML and CSS, Database Application, JavaScript Frameworks, Middleware

    Intermediate · Professional Certificate · 3 - 6 Months

  • L

    Logical Operations

    Microsoft Excel 365: From Zero to Mastery

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Key Performance Indicators (KPIs), Data Presentation, Data Analysis Expressions (DAX), Data Integration, Spreadsheet Software, Excel Formulas, Performance Measurement, Data Visualization, Excel Macros, Business Intelligence, Microsoft Office, Microsoft 365, Productivity Software, Data Entry, File Management, Document Management, Data Management, User Interface (UI)

    Beginner · Specialization · 3 - 6 Months

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

  • Forensic Accounting: Detect, Investigate & Prevent Fraud: EDUCBA
  • ML Concepts, Models & Workflow Essentials: Coursera
  • Neuroscience Methods: Johns Hopkins University
  • Advanced Microsoft 365 Copilot AI: Build & Use Agents: Knowledge Accelerators
  • Agile for the Modern Product Manager: Scrum Alliance
  • Making Science Reproducible - A Capstone Course: Fred Hutchinson Cancer Center
  • GenAI for Financial Forecasting and Planning: Coursera
  • Modern Leadership With Emotional Intelligence Specialization - 2026: Alex Genadinik
  • Product Launch and Post-Launch Management: Xbox
  • Advanced JavaScript: Scrimba

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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