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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


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    EDUCBA

    Financial Modeling Starbucks: Analyze & Forecast

    Skills you'll gain: Financial Modeling, Strategic Decision-Making, Financial Forecasting, Financial Analysis, Operating Expense, Financial Statement Analysis, Revenue Forecasting, Financial Data, Business Metrics, Business Valuation, Cash Flow Forecasting, Income Statement, Working Capital, Trend Analysis, Depreciation, Balance Sheet, Cash Flows

    5
    Rating, 5 out of 5 stars
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    22 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Intermediate Rust Programming and Advanced Concepts

    Skills you'll gain: Rust (Programming Language), Data Structures, Package and Software Management, Maintainability, Algorithms, Software Testing, Unit Testing, Software Design Patterns, Development Testing

    3.9
    Rating, 3.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Bitcoin Security Foundations

    Skills you'll gain: Blockchain, Cryptography, Cryptographic Protocols, Network Security, Security Engineering, Cybersecurity, Vulnerability Assessments, Public Key Cryptography Standards (PKCS), Transaction Processing, Data Validation, Distributed Computing, Data Integrity, Network Protocols, Fraud detection, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    PowerShell for Automating Administration

    Skills you'll gain: Windows PowerShell, Scripting, Automation, Windows Servers, Data Validation, Server Administration, Administration, Software Installation, Cloud Deployment, Service Management, Remote Access Systems, Extensible Markup Language (XML), Debugging

    2.8
    Rating, 2.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    AZ-104: Azure Storage, Compute, Containers, and Automation

    Skills you'll gain: Microsoft Azure, Cloud Management, Virtual Machines, Kubernetes, Containerization, Cloud Storage, Cloud Computing, Data Storage, Application Deployment, IT Automation, Infrastructure as Code (IaC), Application Security, Data Import/Export, Scalability, Encryption

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Practical Splunk for Beginners

    Skills you'll gain: Splunk, Dashboard, Data Visualization, Ad Hoc Reporting, Statistical Reporting, Event Monitoring, Security Information and Event Management (SIEM), Software Installation, Analytics, Data Analysis, Big Data, Query Languages

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Use Power Automate & SharePoint to Automate Invoice Sending

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Email Automation, Document Management, Microsoft 365, Collaborative Software, Billing & Invoicing, Intranet, Automation

    4
    Rating, 4 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    DP-100 Microsoft Azure DS Exam

    Skills you'll gain: Microsoft Azure, Model Deployment, MLOps (Machine Learning Operations), Cloud Computing, Cloud Deployment, Data Pipelines, Application Deployment, Data Store, Data Management, Virtual Machines, Cloud Infrastructure, Machine Learning Algorithms, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Introduction to YAML

    Skills you'll gain: YAML, Infrastructure as Code (IaC), CI/CD, Kubernetes, Devops Tools, Docker (Software), Extensible Markup Language (XML), Data Structures, Data Validation, JSON, Cloud Deployment, Containerization, Scripting, DevOps, Configuration Management, Debugging, System Configuration, Automation, Software Versioning, User Provisioning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Emory University

    Driving Customer Equity with AI

    Skills you'll gain: Marketing Automation, Customer Retention, Marketing Operations, Marketing Effectiveness, Customer Acquisition Management, Marketing Analytics, Marketing Strategies, AI Personalization, AI Enablement, Customer Data Management, Customer experience improvement, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Oracle Primavera P6 PPM Professional Advanced Features

    Skills you'll gain: Enterprise Application Management, Project Management, Configuration Management, Change Control, Data Management, End User Training and Support, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    Pearson

    Certified Cloud Security Professional (CCSP): Unit 3

    Skills you'll gain: Cloud Management, Data Centers, Security Management, Risk Management Framework, Identity and Access Management, Data Storage Technologies

    Advanced · Course · 1 - 4 Weeks

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

  • Financial Modeling Starbucks: Analyze & Forecast: EDUCBA
  • Intermediate Rust Programming and Advanced Concepts: Packt
  • Bitcoin Security Foundations : AI CERTs
  • PowerShell for Automating Administration: Packt
  • AZ-104: Azure Storage, Compute, Containers, and Automation: Packt
  • Practical Splunk for Beginners: Pearson
  • Use Power Automate & SharePoint to Automate Invoice Sending: Coursera
  • DP-100 Microsoft Azure DS Exam: EDUCBA
  • Introduction to YAML: Edureka
  • Driving Customer Equity with AI: Emory University

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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