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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

    Optimize Supply & Pricing

    Skills you'll gain: Operations Research, Revenue Management, Demand Planning, Process Optimization, Customer Demand Planning, Process Improvement and Optimization, Simulation and Simulation Software, Logistics, Operational Analysis, Model Optimization, Microsoft Excel, Logistics Management, Business Analytics, Transportation, Supply Chain, and Logistics, Transportation Management, Forecasting, Supply Chain, Risk Analysis, Regulatory Compliance, Compliance Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Fortify Confluence Security

    Skills you'll gain: Security Controls, Vulnerability Scanning, ISO/IEC 27001, Penetration Testing, Vulnerability Assessments, Security Information and Event Management (SIEM), Data Security, Compliance Auditing, Security Assertion Markup Language (SAML), Risk Management Framework, Computer Security Incident Management, Multi-Factor Authentication, Authentications, Computer Security Awareness Training, Single Sign-On (SSO), Event Monitoring, Authorization (Computing), Encryption, Advanced Encryption Standard (AES), End User Training and Support

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, AI literacy, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management

    ★ 4.4 (12) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Statistics with Python Using NumPy, Pandas, and SciPy

    Skills you'll gain: Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Vibe Coding Bootcamp

    Skills you'll gain: Web Development Tools, Vibe coding, Application Programming Interface (API), Git (Version Control System), Application Development, GitHub, AI Integrations, Version Control, Application Deployment, API Design, Software As A Service, Full-Stack Web Development, Web Design and Development, Web Development, Generative AI, Application Design, Web Applications, User Interface (UI), Authentications, Data Storage

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Product Analytics Unlocked: Metrics to Meaningful Insight

    Skills you'll gain: Data Storytelling, Data Presentation, Conversion Funnel Analysis, Dashboard, Data Pipelines, Strategic Prioritization, Customer Retention, Customer Analysis, Product Strategy, SQL, Data Analysis, Business Intelligence, Data Warehousing, Pandas (Python Package), Performance Metric, Statistical Analysis, Scikit Learn (Machine Learning Library), Decision Making, Resource Allocation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    AWS Billing, Support, and Final Exam Prep

    Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, AWS Identity and Access Management (IAM), Data Integration, IT Automation, Cloud Security, Billing, Billing Systems, Expense Management, Cloud-Based Integration, Security Controls, Cost Management, Cloud Solutions, Technical Support, Cloud Services, Technical Support and Services, Regulatory Compliance, Cloud Standards, System Support, Network Troubleshooting

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Sales Teams

    Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Process, Sales Management, Sales Development, General Sales Practices, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making, AI Enablement, AI Integrations, Large Language Modeling

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

  • M

    Microsoft

    Microsoft Back-End Developer

    Skills you'll gain: CI/CD, C# (Programming Language), Azure DevOps, Load Balancing, Object Oriented Design, Continuous Integration, Role-Based Access Control (RBAC), Continuous Delivery, Scalability, Authentications, SQL, Microsoft Copilot, .NET Framework, Relational Databases, ASP.NET, Database Management, Graph Theory, Back-End Web Development, Program Development, Data Structures

    ★ 4.6 (350) · Beginner · Professional Certificate · 3 - 6 Months

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Machine Learning Algorithms, Image Analysis, Machine Learning Methods, Deep Learning, Engineering Design Process, Recurrent Neural Networks (RNNs), Experimentation, Convolutional Neural Networks, Hardware Design, Text Mining, Student Support and Services, Computer Engineering, Systems Analysis

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • R

    Real Madrid Graduate School Universidad Europea

    Experience: Enhancing the Fan Journey

    Skills you'll gain: Customer experience improvement, Self Service Technologies, Driving engagement, Customer Relationship Management (CRM) Software, Personalized Service, Customer Relationship Management, Customer Insights, Augmented Reality, Brand Loyalty, Data-Driven Marketing, Loyalty Programs, MarTech, Augmented and Virtual Reality (AR/VR), Drive Engagement, Hospitality, Disabilities, Storytelling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Financial Models: Scenarios and Sensitivity

    Skills you'll gain: Strategic Decision-Making, Microsoft Excel, Financial Modeling, Excel Formulas, Case Studies, Financial Analysis, Risk Analysis, Strategic Thinking, Financial Forecasting, Business Analysis, Spreadsheet Software, Risk Modeling, Financial Data, Data-Driven Decision-Making, Scenario Testing, Risk Management, Forecasting, Data Presentation, Presentations

    Intermediate · Course · 1 - 4 Weeks

1…306307308…834

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

  • Optimize Supply & Pricing: Coursera
  • Fortify Confluence Security: Coursera
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
  • Vibe Coding Bootcamp: Packt
  • Product Analytics Unlocked: Metrics to Meaningful Insight: Coursera
  • AWS Billing, Support, and Final Exam Prep: Packt
  • GenAI for Sales Teams: Coursera
  • Microsoft Back-End Developer: Microsoft
  • Master of Engineering in Computer Engineering: Dartmouth College

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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