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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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    Packt

    ISO 27001 Information Security Compliance Management

    Skills you'll gain: Computer Security Incident Management, ISO/IEC 27001, Incident Response, Audit Planning, Incident Management, Security Management, Compliance Auditing, Continuous Monitoring, Threat Management, Auditing, Security Controls, Audit Working Papers, Risk Management Framework, Cybersecurity, Information Assurance, Auditors Report, Risk Management, Cyber Security Strategy, Compliance Management, Internal Auditing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Java Programming: Principles of Software Design

    Skills you'll gain: Object Oriented Programming (OOP), Java, Object Oriented Design, Java Programming, Software Engineering, Programming Principles, Computer Programming, Software Development Tools, Software Design, Predictive Modeling, Algorithms, Data Structures, Markov Model, Performance Tuning, Performance Testing, File I/O, Debugging, Application Programming Interface (API)

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Claude, Claude Projects and Claude Code for Non-Coders

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Claude Code, Prompt Patterns, Context Engineering, AI literacy, Google Workspace, AI Enablement, AI Personalization, Office Administration, Vibe coding, Productivity Software, Workflow Management, Agentic Workflows, Administrative Support and Clerical Tasks, Business Workflow Analysis, OpenAI, AI Workflows, Generative AI Agents, Automation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Oracle PL/SQL Programming: Apply, Build & Optimize

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Data Access, Programming Principles, Program Development, Maintainability, Records Management

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Fine-tuning, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Applied Machine Learning, Deep Learning, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    ESG Risks and Opportunities

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management Framework, Risk Analysis, Risk Management, Portfolio Risk, Case Studies, Stakeholder Engagement, Business Risk Management, Stakeholder Management, Governance Risk Management and Compliance, Corporate Sustainability, Investment Management, Portfolio Management, Financial Data, Investments, Financial Analysis, Sustainable Business, Finance, Market Data, Performance Measurement

    4.6
    Rating, 4.6 out of 5 stars
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    782 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    New York University

    Introduction to Cyber Attacks

    Skills you'll gain: Security Engineering, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Attacks, Cybersecurity, Threat Management, Cyber Risk, Cyber Security Assessment, Information Systems Security, Network Security, Computer Security, Exploitation techniques, Cryptography, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Professional Sales Mastery

    Skills you'll gain: Sales Territory Management, Cold Calling, Regional Sales, Consultative Selling, Lead Generation, Selling Techniques, Sales Training, B2B Sales, Sales Management, Agentic Workflows, Closing (Sales), Sales, Sales Operations, AI Personalization, Generative AI Agents, Sales Pipelines, Business Strategy, Customer Engagement, Customer Analysis, Campaign Management

    4.6
    Rating, 4.6 out of 5 stars
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    409 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Microsoft

    Microsoft AI Business Professional

    Skills you'll gain: Generative AI, Microsoft Copilot, Microsoft Teams, Prompt Patterns, Responsible AI, AI Orchestration, AI literacy, Microsoft 365, Prompt Engineering, AI Workflows, LLM Application, Email Automation, Collaboration, Project Coordination, Proposal Development, Microsoft Excel, Performance Reporting, Analytics, Content Creation, Advanced Analytics

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free
    Free
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    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
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    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    Lund University

    AI Implementation, Safety and the Future of Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Risking, Healthcare Ethics, Ethical Standards And Conduct, Law, Regulation, and Compliance, Health Technology, Artificial Intelligence, Regulation and Legal Compliance, Patient-centered Care, Human Centered Design, Mental and Behavioral Health, Health Care Procedure and Regulation, Mental Health, Machine Learning, General Data Protection Regulation (GDPR), Data Security, Psychological Evaluations, Natural Language Processing, Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

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

  • ISO 27001 Information Security Compliance Management: Packt
  • Java Programming: Principles of Software Design: Duke University
  • Machine Learning in Retail: Coursera
  • Claude, Claude Projects and Claude Code for Non-Coders: Packt
  • Oracle PL/SQL Programming: Apply, Build & Optimize: EDUCBA
  • Advanced Tokenization and Sentiment Analysis: Edureka
  • ESG Risks and Opportunities: University of Pennsylvania
  • Introduction to Cyber Attacks: New York University
  • Professional Sales Mastery: Coursera
  • Microsoft AI Business Professional: Microsoft

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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