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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    Infosec

    Introduction to Privacy and Global Privacy Laws & Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Law, Regulation, and Compliance, Medical Privacy, Regulatory Compliance, Regulation and Legal Compliance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Data Security, Legal Risk, Payment Card Industry (PCI) Data Security Standards, Data Sharing, Child Welfare, Informed Consent, Computer Security, Risk Management Framework

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    NetSuite for Consultants

    Skills you'll gain: Project Implementation, Requirements Elicitation, Requirements Analysis, Business Requirements, Enterprise Resource Planning, System Implementation, Functional Requirement, Business Analysis, Ledgers (Accounting), Software Development Methodologies, Middleware, Data Migration, Solution Delivery, Program Implementation, Transaction Processing, Project Planning, Business Workflow Analysis, Financial Reporting, Dashboard, Financial Management

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation

    3.7
    Rating, 3.7 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    M

    Microsoft

    Microsoft AI Business Professional

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

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cloud Computing

    Skills you'll gain: Distributed Computing, Cloud Infrastructure, Cloud Services, Big Data, Cloud Technologies, Apache Spark, Cloud Computing, Cloud Storage, Virtual Networking, Cloud Platforms, Cloud Solutions, Network Architecture, Cloud Computing Architecture, Computer Networking, File Systems, Apache Hadoop, Cloud Applications, Cloud Development, Software-Defined Networking, Data Store

    4.3
    Rating, 4.3 out of 5 stars
    ·
    2.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Go and C++: Programming in Two Successor Languages of C

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Software Design Patterns, Debugging, Computer Programming, Programming Principles, Unit Testing, Algorithms, C (Programming Language), Program Development, Software Design, Graph Theory, Software Testing, Code Reusability, Memory Management, C and C++

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep SC-401: Microsoft Information Security Admin

    Skills you'll gain: Microsoft Copilot, Data Loss Prevention, Microsoft 365, Azure Active Directory, Microsoft Intune (Mobile Device Management Software), Vulnerability Management, Vulnerability Assessments, Personally Identifiable Information, Patch Management, Microsoft Azure, Data Governance, Identity and Access Management, Authentications, Cloud Security, Information Management, Records Management, Compliance Management, Compliance Auditing, Governance, Risk Management

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    S

    SkillUp

    Cybersecurity and AI Compliance: Safety, Ethics, Awareness

    Skills you'll gain: Data Storage, Threat Detection, Malware Protection, Information Systems Security, Ethical Standards And Conduct, Team Building, Network Security, Security Controls, Data Integrity, Leadership Development, Multi-Factor Authentication, Team Collaboration, AI literacy, AI Security, Regulatory Compliance, Model Evaluation, Accountability Frameworks, Compliance Reporting, Governance, Philanthropy

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Copilot Chat, Prompts and Agents

    Skills you'll gain: Microsoft Copilot, Responsible AI, Prompt Patterns, AI Orchestration, Microsoft 365, Data Ethics, Prompt Engineering, Risking, AI Workflows, Prompt Engineering Tools, Agentic Workflows, Workflow Management, Generative AI Agents, Agentic systems, Business Workflow Analysis, Analysis, Data Access, Research Reports, Verification And Validation, Business Research

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Basic Statistics in Python (Correlations and T-tests)

    Skills you'll gain: Exploratory Data Analysis, Plot (Graphics), Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Preprocessing, Data Manipulation, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    35 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Scikit-Learn to Solve Regression Machine Learning Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Predictive Analytics, Python Programming, Classification Algorithms, Model Training, Machine Learning, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Introduction to Privacy and Global Privacy Laws & Standards: Infosec
  • NetSuite for Consultants: Packt
  • Large Language Models: H2O.ai
  • Microsoft AI Business Professional: Microsoft
  • Cloud Computing: University of Illinois Urbana-Champaign
  • Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems: Microsoft
  • Go and C++: Programming in Two Successor Languages of C: University of California, Santa Cruz
  • Exam Prep SC-401: Microsoft Information Security Admin: Whizlabs
  • Cybersecurity and AI Compliance: Safety, Ethics, Awareness: SkillUp
  • Copilot Chat, Prompts and Agents: 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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