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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


  • R

    Rice University

    Fundamentals of Computing

    Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Theoretical Computer Science, Probability, Video Game Development, Bioinformatics, Interactive Design, Animation and Game Design, Python Programming, Data Analysis, Program Development, Network Analysis, Computer Programming

    ★ 4.8 (4.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • E

    EDUCBA

    Apply Python Programming Fundamentals for Beginners

    Skills you'll gain: Computational Thinking, Programming Principles, Functional Design, Python Programming, Software Installation, Program Development, Algorithms, Computational Logic, Scripting, Code Reusability, Computer Programming, Development Environment

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • U

    UiPath

    UiPath Automation Developer Professional

    Skills you'll gain: Robotic Process Automation, Test Automation, Business Process Automation, Automation, Computer Vision, Debugging, Development Testing, Image Analysis, Data Mapping, User Interface (UI), Data Import/Export, AI Enablement, Application Frameworks, Event-Driven Programming, Transaction Processing

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Credit offered
    Credit offered
  • P

    Packt

    Reading and Writing Files

    Skills you'll gain: File I/O, File Management, Python Programming, Data Import/Export, Context Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • P

    Pragmatic AI Labs

    Enterprise AIOps with Amazon Q Business

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Large Language Modeling, Generative AI, Data Management, Anomaly Detection

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Proposal Writing, Data Ethics, Sustainability Reporting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
  • D

    Duke University

    Climate Change Leadership for Community Resilience

    Skills you'll gain: Community Organizing, Climate Change Programs, Community Development, Climate Change Adaptation, Ethical Standards And Conduct, Community Outreach, Initiative and Leadership, Leadership, Social Impact, Sustainable Development, Visionary, Environmental Policy, Sustainable Systems, Collaboration, Governance, Professional Development, Innovation, Environmental Science, Personal Development, Data Collection

    ★ 4.9 (29) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Procurement Essentials: Streamline and Boost Success

    Skills you'll gain: Request for Proposal, Supplier Risk Management, Strategic Sourcing, Supplier Management, Supplier Quality Management, Root Cause Analysis, Procurement, Supply Management, Inventory Management, Document Management, Supplier Performance Management, Vendor Contracts, Purchasing, Request For Quotation (RFQ), Inventory Control Systems, Inventory Control, Strategic Prioritization, Price Negotiation, Data Entry, Interviewing Skills

    Beginner · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    AI Marketing Strategy and Analytics

    Skills you'll gain: Marketing Planning, Project Schedules, Dashboard Creation, Data-Driven Marketing, Marketing Strategies, Marketing Budgets, Campaign Planning, Scheduling, Competitive Analysis, Timelines, Marketing Analytics, Marketing Effectiveness, Strategic Marketing, Performance Analysis, Project Estimation, Data Integration, Cost Benefit Analysis, Budget Management, Market Research, Search Engine Marketing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Arizona

    Strategic Digital Marketing: Digital Marketing Foundation

    Skills you'll gain: User Experience Design, Data-Driven Marketing, Content Marketing, Digital Brand Strategy, Digital Marketing, Marketing Analytics, Marketing Channel, Strategic Marketing, Content Strategy, Cross-Channel Marketing, Digital Content, Storytelling, Social Media Strategy, Search Engine Marketing, Persuasive Communication

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Packt

    SQL for Beginners

    Skills you'll gain: Data Access, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Credit offered
    Credit offered
  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Product Development, Agile Product Development, Innovation, Product Improvement, Ideation, Customer Analysis, Customer Insights, Design Thinking, Stakeholder Engagement, Stakeholder Communications, Customer Engagement, Product Requirements, Agile Methodology, Data-Driven Decision-Making, Stakeholder Management, Product Testing, Business Modeling

    ★ 4.7 (5.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
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In summary, here are 10 of our most popular data mining courses

  • Fundamentals of Computing: Rice University
  • Apply Python Programming Fundamentals for Beginners: EDUCBA
  • UiPath Automation Developer Professional: UiPath
  • Reading and Writing Files: Packt
  • Enterprise AIOps with Amazon Q Business: Pragmatic AI Labs
  • Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
  • Climate Change Leadership for Community Resilience: Duke University
  • Procurement Essentials: Streamline and Boost Success: Coursera
  • AI Marketing Strategy and Analytics : Coursera
  • Strategic Digital Marketing: Digital Marketing Foundation: University of Arizona

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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