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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

    Develop and Extend WordPress Plugins for Movie Directories

    Skills you'll gain: WordPress, Secure Coding, Data Store, Data Management, Content Management Systems, Data Security, Data Persistence, Database Development, Content Management, PHP (Scripting Language), Back-End Web Development, Maintainability, Program Development, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Getting Started with Microsoft Fabric

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Dashboard, Data Governance

    Beginner · Course · 1 - 3 Months

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    Coursera

    Stream Real-Time Geo

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cloud Security for IT Professionals

    Skills you'll gain: Cloud Security, AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Computing, Security Information and Event Management (SIEM), Cloud Computing Architecture, Threat Detection, Cloud Solutions, Cloud Infrastructure, Network Security, Application Security, Data Security, Encryption, Event Monitoring, Continuous Monitoring, Firewall, Cloud Applications, Data Encryption Standard, System Monitoring

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Master Financial Analysis: AI-Driven Modeling & Forecasting

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Modeling, Financial Analysis, Working Capital, Business Valuation, Financial Forecasting, Dashboard, Feature Engineering, Model Evaluation, Applied Machine Learning, Income Statement, Forecasting, Real Time Data, Machine Learning, Power BI, Extract, Transform, Load, Tableau Software, Financial Data, Finance

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Psychology in the Age of GenAI: The Human Mind and Behavior

    Skills you'll gain: Empathy, ChatGPT, Active Listening, Data Ethics, Decision Making, Stress Management, Mindfulness, Consumer Behaviour, Responsible AI, Emotional Intelligence, Goal Setting, Prompt Engineering, Health And Wellness Coaching, Human Computer Interaction, Artificial Intelligence, Critical Thinking, Data Analysis, Communication, Psychology, Generative AI

    Beginner · Specialization · 3 - 6 Months

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    Packt

    The STATA OMNIBUS: Regression and Modelling with STATA

    Skills you'll gain: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 3 - 6 Months

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    Coursera

    Portfolio and Industry Readiness for Agentic AI Architects

    Skills you'll gain: Agentic Workflows, Technical Communication, Agentic systems, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Data Presentation, Professional Development, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Verbal Communication Skills, Project Documentation, Communication Strategies, GitHub

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Microsoft 365 - File Management and Storage Tools

    Skills you'll gain: Disaster Recovery, Intranet, Content Management Systems

    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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    Arizona State University

    Professional Skills: Digital Security

    Skills you'll gain: Cyber Attacks, Cybersecurity, Data Security, Cyber Security Strategy, Vulnerability Assessments, Security Management, Threat Detection, Information Systems Security, Security Strategy, Security Controls, Network Security, Identity and Access Management, Security Awareness, Encryption, Patch Management, Disaster Recovery, NIST 800-53, Risk Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Build & Validate Integrated Financial Models

    Intermediate · Course · 1 - 4 Weeks

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

  • Develop and Extend WordPress Plugins for Movie Directories: EDUCBA
  • Getting Started with Microsoft Fabric: Whizlabs
  • Stream Real-Time Geo: Coursera
  • Cloud Security for IT Professionals: Packt
  • Master Financial Analysis: AI-Driven Modeling & Forecasting: Board Infinity
  • Psychology in the Age of GenAI: The Human Mind and Behavior: Coursera
  • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
  • Portfolio and Industry Readiness for Agentic AI Architects: Coursera
  • Microsoft 365 - File Management and Storage Tools: Packt
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology

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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