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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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    Packt

    Advanced Networking, Security, and Traffic Management in AKS

    Skills you'll gain: Data Persistence, Virtual Networking, Proxy Servers, Key Management, Network Routing, YAML, Application Deployment, Disaster Recovery

    Advanced · Course · 3 - 6 Months

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    Microsoft

    Microsoft Back-End Developer

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

    4.6
    Rating, 4.6 out of 5 stars
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    253 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Analyze Timelines: Conquer Project Bottlenecks

    Skills you'll gain: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction

    Mixed · Course · 1 - 3 Months

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    Coursera

    Automate and Analyze Project Backlogs Fast

    Skills you'll gain: Backlogs, Business Workflow Analysis, Issue Tracking, Project Controls, Project Performance, Root Cause Analysis, Performance Metric, Data-Driven Decision-Making, Automation, Process Analysis, Process Design, Performance Measurement, Automation Engineering

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Cloud Accounting with Wave Apps: Analyze & Manage

    Skills you'll gain: Ledgers (Accounting), Small Business Accounting, Accounting Systems, Payroll Processing, Accounts Payable, General Accounting, Dashboard, Sales Tax

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Practical Cybersecurity: Stay Safe Online

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Data Security, Cyber Threat Intelligence, Computer Security Awareness Training, Zero Trust Network Access, Information Systems Security, Security Awareness, Security Engineering, Threat Detection, Human Factors (Security), Cultural Sensitivity, Security Controls, Incident Response, Proactivity, Fraud detection, Information Technology

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    ETL Processing on Google Cloud Using Dataflow and BigQuery

    Skills you'll gain: Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Scripting, Google Cloud Platform, Big Data, Scripting Languages, Data Migration, Cloud Storage

    4.5
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    Intermediate · Project · Less Than 2 Hours

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    Packt

    React Bootcamp with .NET API (Router, Redux Toolkit, Hooks)

    Skills you'll gain: React.js, Bootstrap (Front-End Framework), Web Applications, UI Components, Full-Stack Web Development, Web Development Tools, Authentications, Front-End Web Development, HTML and CSS, Cascading Style Sheets (CSS), Authorization (Computing), Application Programming Interface (API), User Interface (UI), Javascript, Microsoft Azure, Network Routing, Event-Driven Programming, User Interface (UI) Design, Data Validation, Debugging

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Advanced Blazor – Security, Payments & Deployment

    Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Applications, Application Deployment, Application Programming Interface (API), Authentications, Payment Systems, Authorization (Computing), Role-Based Access Control (RBAC), UI Components, Identity and Access Management, Database Management, Transaction Processing, User Interface (UI)

    Advanced · Course · 1 - 3 Months

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    Coursera

    DynaTrace Masterclass – The Complete Guide for Beginners

    Skills you'll gain: System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Transaction Processing, Continuous Monitoring, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI 리더 (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI Agents, Responsible AI, Retrieval-Augmented Generation, Generative AI, AI Enablement, Google Workspace, Gemini, AI Product Strategy, Google Cloud Platform, AI Workflows, Data Governance, Productivity Software, AI Security, Organizational Strategy, Cloud Infrastructure, Artificial Intelligence, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

Searches related to big data

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

  • Advanced Networking, Security, and Traffic Management in AKS: Packt
  • Microsoft Back-End Developer: Microsoft
  • Analyze Timelines: Conquer Project Bottlenecks: Coursera
  • Applied Natural Language Processing in Engineering Part 1: Northeastern University
  • Automate and Analyze Project Backlogs Fast: Coursera
  • Master Cloud Accounting with Wave Apps: Analyze & Manage: EDUCBA
  • Practical Cybersecurity: Stay Safe Online: Packt
  • ETL Processing on Google Cloud Using Dataflow and BigQuery: Google Cloud
  • React Bootcamp with .NET API (Router, Redux Toolkit, Hooks): Packt
  • Advanced Blazor – Security, Payments & Deployment: Packt

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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