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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


  • Status: New
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    Coursera

    Choose Cost-Effective ML Algorithms Fast

    Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Illinois Tech

    Cloud Computing: Infrastructure and Platforms

    Skills you'll gain: Virtualization, Cloud-Native Computing, Network Security, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Virtualization and Virtual Machines, Virtual Machines, Network Troubleshooting, Cloud Platforms, Cloud Storage, Cloud Technologies, Virtual Networking, Software-Defined Networking, Network Engineering, Network Monitoring, Data Centers, Virtual Local Area Network (VLAN), Cloud Security

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Edureka

    Lakehouse Architecture and Delta Lake with Databricks

    Skills you'll gain: Transaction Processing, Data Lakes, Data Architecture, Databricks, Data Infrastructure, Data Pipelines, Data Warehousing, Data Integration, Apache Spark, Data Processing, Real Time Data, Big Data, Scalability, Performance Tuning, Data Management, Data Quality, Data Storage Technologies, SQL

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Business Analysis Tools, Systems Analysis, Data Flow Diagrams (DFDs), Stakeholder Management, Stakeholder Engagement, Data Architecture, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Logical Operations

    Crystal Reports: SQL Statements and Complex Formulas

    Skills you'll gain: SQL, Query Languages, Microsoft Access, Data Presentation, Business Reporting, Relational Databases, Data Manipulation, Business Intelligence Software, Data Analysis Software, Data Analysis, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    IoT Cloud

    Skills you'll gain: Networking Hardware, Network Infrastructure, Network Routers, Network Switches, Network Architecture, Internet Of Things, General Networking, Network Administration, Infrastructure Security, Network Planning And Design, Network Security, Cloud-Based Integration, System Implementation, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Program Finance and Investment

    Skills you'll gain: Earned Value Management, Project Schedules, Scheduling, Procurement, Cost Management, Return On Investment, Spreadsheet Software, Microsoft Excel, Capital Budgeting, Financial Analysis, Project Performance, Cost Benefit Analysis, Project Estimation, Microsoft 365, Excel Formulas, Project Finance, Feasibility Studies, Investment Management, Variance Analysis, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Building React and ASP.NET MVC 5 Applications

    Skills you'll gain: ASP.NET, Frontend Integration, API Design, Middleware, Application Frameworks, Object-Relational Mapping, Model View Controller, Cascading Style Sheets (CSS)

    4.2
    Rating, 4.2 out of 5 stars
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    49 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    J

    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Linux & Python: Automate & Manage Systems

    Skills you'll gain: Linux, Scripting, Linux Administration, Linux Commands, Scripting Languages, Operating System Administration, Data Persistence, Bash (Scripting Language), Shell Script, Unix Shell, Systems Administration, IT Automation, Software Installation, Command-Line Interface, Object-Relational Mapping, YAML, System Programming, Python Programming, Persistence, Operational Efficiency

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, Analytics, LLM Application, Customer Analysis, Job Analysis, Deepseek, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Choose Cost-Effective ML Algorithms Fast: Coursera
  • Cloud Computing: Infrastructure and Platforms: Illinois Tech
  • Lakehouse Architecture and Delta Lake with Databricks: Edureka
  • Introduction to Systems Architecture  : IBM
  • Crystal Reports: SQL Statements and Complex Formulas: Logical Operations
  • IoT Cloud: University of Illinois Urbana-Champaign
  • Program Finance and Investment: Microsoft
  • Building React and ASP.NET MVC 5 Applications: Board Infinity
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Linux & Python: Automate & Manage Systems: EDUCBA

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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