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  • Data Mining

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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    I

    Institut Mines-Télécom

    4G Network Fundamentals

    Skills you'll gain: Network Engineering, Wireless Networks, Network Security, Network Architecture, Computer Networking, Network Infrastructure, Mobile Security, Network Protocols, Telecommunications, Network Performance Management, Network Routing, Digital Communications, Dataflow, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    132 reviews

    Intermediate · Course · 1 - 3 Months

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    A

    Association of International Certified Professional Accountants

    Making the Case for Robotic Process Automation

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Return On Investment, Automation, Accounting and Finance Software, Business Requirements, Process Analysis, Business Metrics, Value Propositions, Process Improvement, Project Scoping, Digital Transformation

    4.1
    Rating, 4.1 out of 5 stars
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    93 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Splunk Inc.

    Splunk Search Expert 103

    Skills you'll gain: Splunk, Correlation Analysis, Performance Tuning, Data Manipulation, Data Analysis, Data Modeling, Big Data, Transaction Processing, Data Science, Business Analytics, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Statistical Visualization, Matplotlib, Web Scraping, Business Logic, Machine Learning, Business Analytics, Python Programming, Programming Principles, Business Economics, User Interface (UI) Design, Computational Thinking, Object Oriented Programming (OOP), Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    163 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Creative Work

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, Art History, Creativity, Image Analysis, Prompt Engineering, Ethical Standards And Conduct, Innovation, Risk Management Framework, Environmental Issue, Creative Design, Trustworthiness, Intellectual Property, Problem Solving, Analysis, Experimentation, Leadership, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
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    112 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    FEM - Linear, Nonlinear Analysis & Post-Processing

    Skills you'll gain: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Engineering Calculations, Mathematical Modeling, Structural Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    205 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Cloud Computing Law: Transactions

    Skills you'll gain: Cloud Services, Legal Risk, Cloud Computing, Intellectual Property, Contract Negotiation, Cloud Security, Contract Review, Law, Regulation, and Compliance, Service Level Agreement, Data Security, Cybersecurity

    4.9
    Rating, 4.9 out of 5 stars
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    100 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Aprendizaje Activo STEM con Simulaciones Interactivas PhET

    Skills you'll gain: Pedagogy, Interactive Learning, Education Software and Technology, Design Strategies, Mathematics Education, Digital pedagogy, Simulation and Simulation Software, Growth Mindedness, Simulations, Interactive Design, Experimentation, User Feedback, Scientific Visualization, Chemistry, Display Devices, Graphing, Physics, Biology, Algebra, Geometry

    4.9
    Rating, 4.9 out of 5 stars
    ·
    777 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Experiencing Design: Deepening Your Design Thinking Practice

    Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Strategic Thinking, Open Mindset, Cognitive flexibility, Creativity, Collaboration, Dealing With Ambiguity, Empathy, Adaptability, Qualitative Research, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    63 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Azure Infrastructure Fundamentals

    Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Role-Based Access Control (RBAC), Active Directory, Infrastructure Security, Virtual Networking, Multi-Factor Authentication, Cloud Storage, Virtualization, Identity and Access Management, Cloud Computing, Data Storage, Application Performance Management, Network Security, Disaster Recovery

    3.8
    Rating, 3.8 out of 5 stars
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    53 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Figma, Sketch & Miro for UX Design

    Skills you'll gain: User Research, Prototyping, Wireframing, Human Centered Design, Miro AI, User Flows, Design, User Interface (UI), Design Specifications, Interactive Design, Persona Development, Design Software, User Interface (UI) Design, UI Components, Ideation, Animations

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Google Digital Customer Engagement

    Skills you'll gain: Email Marketing, Social Media Marketing, Point of Sale, Social Media, Brand Loyalty, Customer Retention, Customer Relationship Management, Customer Engagement, Shipping and Receiving, Customer Analysis, E-Commerce, Relationship Building, Marketing Planning, Digital Marketing, Content Creation, User Feedback, Process Optimization, Content Strategy, Business Marketing, Contextual Advertising

    5
    Rating, 5 out of 5 stars
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    21 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • 4G Network Fundamentals: Institut Mines-Télécom
  • Making the Case for Robotic Process Automation: Association of International Certified Professional Accountants
  • Splunk Search Expert 103: Splunk Inc.
  • 用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3)): National Taiwan University
  • AI for Creative Work: University of Michigan
  • FEM - Linear, Nonlinear Analysis & Post-Processing: Coursera
  • Cloud Computing Law: Transactions: Queen Mary University of London
  • Aprendizaje Activo STEM con Simulaciones Interactivas PhET: University of Colorado Boulder
  • Experiencing Design: Deepening Your Design Thinking Practice: University of Virginia
  • Azure Infrastructure Fundamentals: 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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