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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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    Coursera

    Stream Real-Time Geo

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Create Quick Surveys

    Skills you'll gain: Market Intelligence, Survey Creation, Market Research, Business Research, Research Methodologies, Customer Insights, User Feedback, Target Audience, Qualitative Research, Target Market, Quantitative Research, Data Collection, Case Studies, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    École Polytechnique

    How to Write and Publish a Scientific Paper (Project-Centered Course)

    Skills you'll gain: Peer Review, Journals, Scientific Methods, Research, Research Design, Proofreading, Research Methodologies, Editing, Ethical Standards And Conduct, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    2.7K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, CI/CD, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Scalability, Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

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    Pragmatic AI Labs

    GitHub: Advanced Prompt Engineering for Code

    Skills you'll gain: Microsoft Copilot, Prompt Patterns, Prompt Engineering, Microsoft Visual Studio, Prompt Engineering Tools, GitHub, Software Documentation, Code Review, Integrated Development Environments, Program Development, Context Management, Application Programming Interface (API), API Design, Software Development, Technical Documentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Amazon Web Services

    Planning a Generative AI Project

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Risking, Communication

    4.5
    Rating, 4.5 out of 5 stars
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    160 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Excel Functions, Lookups, and Secure Spreadsheet Automation

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced SketchUp Modeling & Visualization Workflows

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations

    Intermediate · Course · 1 - 3 Months

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    Meta

    Advanced React

    Skills you'll gain: Jest (JavaScript Testing Framework), React.js, Web Development Tools, JavaScript Frameworks, Application Programming Interface (API), Unit Testing, UI Components, Front-End Web Development, Software Design Patterns, Javascript, Context Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ADK Mastery - From Beginner to Advanced Agent Development

    Skills you'll gain: Agentic Workflows, AI Orchestration, Generative AI Agents, AI Workflows, LLM Application, Agentic systems, OpenAI API, Tool Calling, Context Management, Data Persistence, Development Environment, Software Architecture, Debugging

    Intermediate · Course · 1 - 3 Months

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    Coursera

    AI Model Development & Deployment

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, Tensorflow, Model Evaluation, Apache Airflow, Systems Design, Cloud Computing Architecture, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning, Continuous Deployment, Python Programming, Data Validation

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Implement Advanced UiPath RPA Automation Workflows

    Skills you'll gain: Robotic Process Automation, Email Automation, Transaction Processing, Business Process Automation, Scenario Testing, Automation, Data Integration, Debugging, Scalability, Image Analysis, Data Cleansing, Data Validation, Service Level

    Intermediate · Course · 1 - 3 Months

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

  • Stream Real-Time Geo: Coursera
  • Create Quick Surveys: Coursera
  • How to Write and Publish a Scientific Paper (Project-Centered Course): École Polytechnique
  • Production-Ready Multimodal ML Engineering: Coursera
  • GitHub: Advanced Prompt Engineering for Code: Pragmatic AI Labs
  • Planning a Generative AI Project: Amazon Web Services
  • Excel Functions, Lookups, and Secure Spreadsheet Automation: Coursera
  • Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
  • Advanced React: Meta
  • ADK Mastery - From Beginner to Advanced Agent Development: 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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