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Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • Status: New
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    Coursera

    Design, Analyze, and Explain Financial Performance

    Skills you'll gain: Performance Reporting, Dashboard, Performance Analysis, Variance Analysis, Dashboard Creation, Financial Reporting, Financial Analysis, Business Reporting, Financial Data, Data Presentation, Data Storytelling, Communication, Interactive Data Visualization, Report Writing, Business Communication, Data Analysis, Data Visualization Software, Concision

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Financial Statement Analysis & Corporate Finance Decisions

    Skills you'll gain: Financial Statement Analysis, Working Capital, Financial Statements, Financial Analysis, Equities, Corporate Finance, Financial Accounting, Financial Data, Income Statement, Financial Reporting, Profit and Loss (P&L) Management, Balance Sheet, Financial Planning, Business Economics, Gross Profit, Market Dynamics, Accounting, Business Strategy, Accounts Payable and Receivable, Cash Flows

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Google Workspace Administrator

    Skills you'll gain: User Provisioning, Data Governance, Google Workspace, Data Loss Prevention, Gmail, User Accounts, Google Gemini, Information Management, Email Security, Data Management, Data Security, Document Management, Identity and Access Management, Mobile Security, Records Management, Cloud Management, Data Storage, Security Management, System Configuration, Technical Support and Services

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Professional Certificate · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Applied Unsupervised Learning in Python

    Skills you'll gain: Unsupervised Learning, Embeddings, Applied Machine Learning, Data Quality, Unstructured Data, Machine Learning Methods, Anomaly Detection, Supervised Learning, Data Preprocessing, Data Transformation, Python Programming, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Implementing Secure VCenter Clusters and VM Protection

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, VMware ESX Servers, vCenter Server, vCenter Server Management, Virtual Machines, Virtualization, Storage vMotion, Virtualization and Virtual Machines, Infrastructure Security, Hardening, Role-Based Access Control (RBAC), Data Storage, Identity and Access Management, IT Infrastructure, Windows PowerShell, Encryption, Cyber Security Policies

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Board-Ready Numbers: Reporting, Dashboards, and Storytelling

    Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Google Cloud의 로깅 및 모니터링

    Skills you'll gain: Google Cloud Platform, Service Level, System Monitoring, Event Monitoring, Cloud Management, Continuous Monitoring, Application Performance Management, Issue Tracking, Identity and Access Management, Site Reliability Engineering, Query Languages, Dashboard Creation, Data Access

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Build and Apply Angular Applications with Ionic

    Skills you'll gain: Angular, Scalability, Application Development, Mobile Development, Mobile Development Tools, Application Frameworks, Web Applications, Cross Platform Development, Development Environment, Web Development Tools, UI Components, Code Reusability, Software Architecture, Programming Principles

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Modeling, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Data Presentation, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    SwiftIO Micro - Using Swift Code with Electronics & IoT Tech

    Skills you'll gain: Electronic Components, Swift Programming, Basic Electrical Systems, Internet Of Things, Electronics, Electronic Systems, PIC Microcontrollers, Embedded Software, Electronic Hardware, Test Equipment, Hardware Troubleshooting, Programming Principles, Electrical Engineering, Electrical Equipment, Embedded Systems, Wireless Networks, Semiconductors, Application Development, Display Devices, Debugging

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    Uncover Insights: AI-Driven Focus Groups

    Skills you'll gain: Focus Group, Prompt Engineering, Qualitative Research, Market Research, Discussion Facilitation, Data Synthesis, Customer Insights, Business Research, Real Time Data, User Feedback, Analysis, Design Research, Data Analysis, Artificial Intelligence, AI Integrations, Generative AI

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Dynamic Dashboards with Tableau: Advanced Sales Analysis

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Interactive Data Visualization, Data Presentation, Tableau Software, Data Visualization Software, Exploratory Data Analysis, Business Intelligence, Data Analysis

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Design, Analyze, and Explain Financial Performance: Coursera
  • Financial Statement Analysis & Corporate Finance Decisions: EDUCBA
  • Google Workspace Administrator: Google Cloud
  • Applied Unsupervised Learning in Python: University of Michigan
  • Implementing Secure VCenter Clusters and VM Protection: EDUCBA
  • Board-Ready Numbers: Reporting, Dashboards, and Storytelling: Coursera
  • Google Cloud의 로깅 및 모니터링: Google Cloud
  • Build and Apply Angular Applications with Ionic: EDUCBA
  • Build and deploy a stroke prediction model using R: Coursera
  • SwiftIO Micro - Using Swift Code with Electronics & IoT Tech: 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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