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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


  • C

    Coursera

    Google Ads for Beginners

    Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment

    4.4
    Rating, 4.4 out of 5 stars
    ·
    6K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Advanced Marketing & Strategic Communication Mastery

    Skills you'll gain: A/B Testing, Behavioral Economics, Content Performance Analysis, Marketing Strategies, Marketing Communications, Strategic Communication, Cross-Functional Collaboration, Marketing Analytics, Google Analytics, HubSpot CRM, Analysis, Data-Driven Decision-Making, Consumer Behaviour, Target Audience, Stakeholder Management

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Deploy Applications with Docker: Build Real-World Projects

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Microservices, Cloud Deployment, Data Persistence, Software Architecture, Spring Boot, MySQL, WordPress

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Product Improvement, Customer Insights, Product Roadmaps, Design Thinking, Product Design, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Stakeholder Management, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Business Analytics with Excel: Intermediate to Advanced

    Skills you'll gain: Operations Research, Network Model, Excel Macros, Decision Making, Strategic Decision-Making, Microsoft Excel, Process Optimization, Transportation Operations, Business Modeling, Business Mathematics, Business Analytics, Portfolio Management

    Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Integrating Generative AI into Project Management

    Skills you'll gain: Workflow Management, AI Enablement, Constructive Feedback, Generative AI, Large Language Modeling, Artificial Intelligence, Automation, Responsible AI, Technical Communication, Project Management, Data Ethics, Communication Strategies, Data-Driven Decision-Making, Data Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Stanford University

    Divide and Conquer, Sorting and Searching, and Randomized Algorithms

    Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Computer Science, Probability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    5.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    3D Modeling for Inventory & Asset Creation in Blender

    Skills you'll gain: 3D Assets, 3D Modeling, Unity Engine, Video Game Development, Computer Graphics, Integration Testing, Technical Design, Development Testing, Data Import/Export, Creativity

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Segment Routing in MPLS Networks

    Skills you'll gain: Multiprotocol Label Switching, Routing Protocols, Network Routing, Network Troubleshooting, Network Performance Management, Network Routers, Network Infrastructure, Network Planning And Design, Computer Networking, Network Protocols, Network Engineering, Network Model, Telecommunications, Verification And Validation

    Intermediate · Course · 3 - 6 Months

  • L

    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning

    2.5
    Rating, 2.5 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Supplier Sourcing and RFI/RFQ/RFP Execution

    Skills you'll gain: Request for Proposal, Document Management, Procurement, Strategic Sourcing, Supplier Relationship Management, Purchasing, Supplier Management, Proposal Development, Vendor Management, Market Research, Business Writing, Data-Driven Decision-Making, Keyword Research

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Google Ads for Beginners: Coursera
  • Advanced Marketing & Strategic Communication Mastery: Coursera
  • Deploy Applications with Docker: Build Real-World Projects: EDUCBA
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Business Analytics with Excel: Intermediate to Advanced: Johns Hopkins University
  • Integrating Generative AI into Project Management: Vanderbilt University
  • Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University
  • 3D Modeling for Inventory & Asset Creation in Blender: Packt
  • Segment Routing in MPLS Networks: Packt
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest

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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