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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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    Macquarie University

    Structure, Funding and Negotiation For Startups

    Skills you'll gain: Intellectual Property, Governance, Value Propositions, Entrepreneurship, Due Diligence, Business Valuation, Negotiation, User Research, Business Strategies, Customer Insights, Business Planning, Business Development, Strategic Partnership, Product Knowledge, Business Modeling, Regulation and Legal Compliance, Fundraising, Financial Analysis, Relationship Building, Stakeholder Management

    Beginner · Course · 1 - 3 Months

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    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, Data Store, Maintainability, User Interface and User Experience (UI/UX) Design, Software Design, Cloud Storage, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Brand Management with AI: Strategy to Execution

    Skills you'll gain: Brand Strategy, Brand Management, Branding, Storytelling, Brand Awareness, Brand Loyalty, Predictive Analytics, Cross-Channel Marketing, Brand Marketing, Dashboard, Data Ethics, Responsible AI, Advanced Analytics, Market Intelligence, Marketing Strategies, Marketing Effectiveness, Marketing Psychology, Advertising Campaigns, Marketing Automation, Marketing

    Beginner · Specialization · 1 - 3 Months

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    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Strengthen Brand Equity

    Skills you'll gain: Brand Awareness, Brand Management, Branding, Brand Strategy, Brand Loyalty, Data Presentation, Marketing Effectiveness, Marketing Management, Data-Driven Decision-Making, Marketing, Visual Design, Customer Insights, Presentations, Data Analysis, Asset Management, Business Metrics, Digital Assets, Health Equity, Health Promotion, Strategic Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Power BI Masterclass

    Skills you'll gain: Data Analysis Expressions (DAX), Customer Insights, Power BI, Data Modeling, Dashboard, Data Transformation, Data Import/Export, Data Manipulation, Data Literacy, Database Design, Interactive Data Visualization, Data Processing, Big Data, Business Intelligence, Data Integration, Star Schema, Time Series Analysis and Forecasting, Data Visualization Software, Data Cleansing, Trend Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    EDUCBA

    Build and Test Java Applications Using TestNG

    Skills you'll gain: Java, Data Validation, Object Oriented Programming (OOP), Test Automation, Application Development, Software Testing, Test Case, Data Modeling, User Interface (UI), Business Logic, Maintainability, Debugging

    Beginner · Course · 1 - 4 Weeks

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    University of California, Irvine

    Introduction to the Internet of Things and Embedded Systems

    Skills you'll gain: Embedded Systems, Internet Of Things, Embedded Software, Network Protocols, Computer Hardware, Software Systems, Wireless Networks, System Design and Implementation, Network Architecture

    4.7
    Rating, 4.7 out of 5 stars
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    13K reviews

    Mixed · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Education

    Skills you'll gain: AI Personalization, Education Software and Technology, AI Enablement, Education and Training, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Learning Management Systems, Generative AI Agents, Adult Education, Educational Materials, Childhood Education and Development, Special Education, Driving engagement, Learning Strategies, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Getting started with ImageJ

    Skills you'll gain: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)

    4.4
    Rating, 4.4 out of 5 stars
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    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Hardware

    Skills you'll gain: Computer Hardware, Computer Architecture, Networking Hardware, Hardware Architecture, Computer Systems, Information Technology, Data Storage, Facility Repair And Maintenance, Computer Networking, Peripheral Devices, Wireless Networks, Computer Security

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Implement Password-Less Infrastructure with Puppet

    Skills you'll gain: Linux Administration

    Beginner · Course · 1 - 4 Weeks

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

  • Structure, Funding and Negotiation For Startups: Macquarie University
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • Brand Management with AI: Strategy to Execution: Board Infinity
  • Geometry and Calculus for Computing: University of London
  • Strengthen Brand Equity: Coursera
  • Power BI Masterclass: Packt
  • Build and Test Java Applications Using TestNG: EDUCBA
  • Introduction to the Internet of Things and Embedded Systems: University of California, Irvine
  • AI for Education: AI CERTs
  • Getting started with ImageJ: Coursera

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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