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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


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    Knowledge Accelerators

    Microsoft 365 Foundations: Work, Meet, Share & Create

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Microsoft Teams, File Management, Productivity Software, Calendar Management, Microsoft Outlook, Document Management, Organizational Skills, Meeting Facilitation, Collaboration, Productivity, Microsoft Word, Microsoft PowerPoint, Microsoft Excel, Data Management, Presentations, Data Entry, Business

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    K

    Kennesaw State University

    Six Sigma Tools for Analyze

    Skills you'll gain: Six Sigma Methodology, Root Cause Analysis, Process Analysis, Probability Distribution, Statistical Process Controls, Lean Methodologies, Probability & Statistics, Process Improvement, Process Improvement and Optimization, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Optimizing Performance of LookML Queries

    Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

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    Whizlabs

    Exam Prep SC-401: Microsoft Information Security Admin

    Skills you'll gain: Microsoft Copilot, Data Loss Prevention, Microsoft 365, Azure Active Directory, Microsoft Intune (Mobile Device Management Software), Vulnerability Management, Vulnerability Assessments, Personally Identifiable Information, Patch Management, Microsoft Azure, Data Governance, Identity and Access Management, Authentications, Cloud Security, Information Management, Records Management, Compliance Management, Compliance Auditing, Governance, Risk Management

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    U

    University of Leeds

    Statistical Methods

    Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Statistical Software, R (Software), Probability & Statistics, Data Collection, Statistics, Data Literacy, Statistical Inference, R Programming, Statistical Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Statistical Reporting, Data Visualization Software

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Build and Operate Machine Learning Solutions with Azure

    Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Data Store, Databricks, Cloud Management, Cloud Computing, Applied Machine Learning, Model Deployment, Data Pipelines, Model Training, Data Preprocessing, Model Optimization, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Data Security

    3.7
    Rating, 3.7 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 3 Months

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    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
    Rating, 4.8 out of 5 stars
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    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    99 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free
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    Amazon Web Services

    Developing Machine Learning Solutions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning Methods, Machine Learning, Applied Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    130 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Test Planning, Execution and Analytics

    Skills you'll gain: Quality Assurance, Test Data, Test Case, Root Cause Analysis, Prompt Engineering, Regression Testing, Software Quality Assurance, Test Script Development, Test Tools, Test Planning, Test Execution Engine, Prompt Engineering Tools, Generative AI Agents, Software Testing, Dashboard, Scenario Testing, Requirements Analysis, Data Analysis, Data Science, Information Technology

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building Scalable Enterprise Application with .NET Apps

    Skills you'll gain: .NET Framework, API Design, ASP.NET, Process Driven Development, Application Programming Interface (API), Process Modeling, Enterprise Architecture, Restful API, Microservices, Web Services, C# (Programming Language), Enterprise Application Management, Cloud Deployment, Identity and Access Management, Software Architecture, Change Control, Systems Integration, Application Development, User Interface and User Experience (UI/UX) Design, Data Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    John Wiley & Sons

    Information Security and Cybersecurity Essentials

    Skills you'll gain: Cybersecurity, Security Awareness, Computer Security Awareness Training, Cyber Attacks, Cyber Risk, Cyber Security Strategy, Information Systems Security, Security Management, Security Controls, Data Security, Computer Security, Risk Mitigation, Security Strategy, Incident Response, Risk Management, Vulnerability Management, Malware Protection, Encryption, Authorization (Computing), Authentications

    Beginner · Course · 1 - 4 Weeks

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

  • Microsoft 365 Foundations: Work, Meet, Share & Create: Knowledge Accelerators
  • Six Sigma Tools for Analyze: Kennesaw State University
  • Optimizing Performance of LookML Queries: Google Cloud
  • Exam Prep SC-401: Microsoft Information Security Admin: Whizlabs
  • Statistical Methods: University of Leeds
  • Build and Operate Machine Learning Solutions with Azure: Microsoft
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Developing Machine Learning Solutions: Amazon Web Services
  • Test Planning, Execution and Analytics: 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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