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  • Data Mining

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

    Develop a Conference Room Booking System in C# .NET

    Skills you'll gain: Database Design, Requirements Analysis, ASP.NET, Relational Databases, C# (Programming Language), Database Application, Full-Stack Web Development, Business Requirements, System Testing, Back-End Web Development, Maintainability, System Implementation, Integration Testing, Model View Controller, Software Architecture, SQL, Data Validation, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate Software Installation with Ansible

    Skills you'll gain: Ansible, Configuration Management, Chef (Configuration Management Tool), Infrastructure as Code (IaC)

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Costing Methods for Managerial Decision Making

    Skills you'll gain: Cost Benefit Analysis, Business Planning, Performance Measurement, Financial Analysis, Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Resolve Recurring Issues with Continuous Improvement

    Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Operational Analysis, Process Improvement and Optimization, Performance Measurement, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Build Real world End-to-End AI Agents using AWS Bedrock

    Skills you'll gain: Retrieval-Augmented Generation, AI Orchestration, Model Deployment, Cloud Deployment, Vector Databases

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build & Publish Versioned Docker Images

    Skills you'll gain: Docker (Software), Containerization, Cloud-Native Computing, CI/CD, Development Environment, Kubernetes, Release Management, Devops Tools, Software Versioning, Data Infrastructure, Application Deployment, Scalability

    Beginner · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Microsoft Copilot: Power Platform & Security Best Practices

    Skills you'll gain: Microsoft Copilot, Microsoft Power Automate/Flow, Microsoft Power Platform, Microsoft 365, AI Enablement, Threat Detection, Compliance Management, AI Security, Workflow Management, Automation, Incident Response

    4.2
    Rating, 4.2 out of 5 stars
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    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automated Report Generation with Generative AI

    Skills you'll gain: Report Writing, Digital Transformation, Automation, Generative AI, Business Reporting, Business Process Automation, AI Enablement, Business Transformation, Organizational Skills, Operational Efficiency, Artificial Intelligence, Data Collection, Data Analysis

    4.1
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
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    63 reviews

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Advanced Analytics with Power BI

    Skills you'll gain: Microsoft Power Platform, Statistical Reporting, Data-Driven Decision-Making

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    Rating, 4.3 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Uncover AI's Impact on Consumer Psychology

    Skills you'll gain: Consumer Behaviour, AI Personalization, User Research, Usability Testing, Customer Insights, Usability, AI Security, Human Factors, Discussion Facilitation, Design Research, Qualitative Research, Psychology, Case Studies, Data Capture, Information Privacy, Record Keeping, Trustworthiness

    Beginner · Course · 1 - 4 Weeks

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

  • Develop a Conference Room Booking System in C# .NET: EDUCBA
  • Automate Software Installation with Ansible: Coursera
  • Analyze Costing Methods for Managerial Decision Making: EDUCBA
  • Resolve Recurring Issues with Continuous Improvement: Coursera
  • Build Real world End-to-End AI Agents using AWS Bedrock: Packt
  • Build & Publish Versioned Docker Images: Coursera
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Microsoft Copilot: Power Platform & Security Best Practices: Whizlabs
  • Automated Report Generation with Generative AI: Coursera
  • Predictive Modeling with Logistic Regression using SAS : SAS

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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