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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


  • P

    Packt

    CompTIA Network+ Certification (N10-008): The Total Course

    Skills you'll gain: Routing Protocols, TCP/IP, Network Troubleshooting, OSI Models, Network Switches, Data Centers, Virtual Local Area Network (VLAN), Network Protocols, Network Security, Network Routing, Computer Networking, Virtual Machines, Network Monitoring, Wide Area Networks, Virtualization, Wireless Networks, Firewall, Open Shortest Path First (OSPF), Network Model, Networking Hardware

    4.8
    Rating, 4.8 out of 5 stars
    ·
    60 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Pressure, Force, Motion, and Humidity Sensors

    Skills you'll gain: Engineering, Scientific, and Technical Instruments, Embedded Systems, Embedded Software, Real Time Data, Electronics, Electronic Systems, Electronic Components, Design Specifications

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    258 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    CFD Simulation Through a Centrifugal Pump

    Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Design Process, Finite Element Methods, Engineering Analysis, Hydraulics, Cloud-Based Integration, Verification And Validation, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    291 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Cloud Security, Health Care, Identity and Access Management, Real Time Data, Clinical Informatics, Data Management, Microsoft Azure, Data Sharing, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, Microsoft Teams, Machine Learning, Role-Based Access Control (RBAC), Health Informatics, Healthcare Ethics

    Beginner · Professional Certificate · 3 - 6 Months

  • D

    DeepLearning.AI

    KI für alle

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    American Museum of Natural History

    Dinosaurs: Evolution, Extinction, and Paleobiology

    Skills you'll gain: Life Sciences, Biology, Environment, Taxonomy, Laboratory Research, Science and Research, Scientific Methods, Timelines, Estimation, Research, Scientific Visualization, Research Methodologies, Laboratory Experience, Environmental Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 3 Months

  • L

    L&T EduTech

    Basics of Air Conditioning & Heat Load Calculation

    Skills you'll gain: HVAC, Building Services Engineering, Thermal Management, Mechanical Engineering, Engineering Calculations, Energy and Utilities, Estimation, Environmental Issue

    4.2
    Rating, 4.2 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Foundations of Coding Front-End

    Skills you'll gain: Front-End Web Development, Debugging, Programming Principles, Computational Thinking, GitHub, Pseudocode, Version Control, Git (Version Control System), Integrated Development Environments, Microsoft Copilot, Algorithms, Program Development, Computer Programming, Data Flow Diagrams (DFDs), C# (Programming Language)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Database Architecture and NoSQL at Scale with Deno

    Skills you'll gain: NoSQL, Database Architecture and Administration, Cloud Applications, Database Management Systems, Data Store, Databases, PostgreSQL, Relational Databases, SQL, Cloud Deployment, Transaction Processing, Scalability, Application Deployment, JSON, Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    148 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Accounting, Financial Analysis, Forecasting, Financial Acumen, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Metrics, Business Management, Organizational Strategy, Strategic Decision-Making, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    322 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Search Engine Optimization and Content Marketing

    Skills you'll gain: Web Analytics and SEO, Search Engine Optimization, Content Marketing, Web Analytics, Blogs, Search Engine Marketing, Content Creation, Marketing Strategy and Techniques, Digital Marketing, Growth Strategies, Content Strategy, Social Media Marketing, Market Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

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

  • CompTIA Network+ Certification (N10-008): The Total Course: Packt
  • Predictive Analytics: Apply, Analyze & Interpret: EDUCBA
  • Pressure, Force, Motion, and Humidity Sensors : University of Colorado Boulder
  • CFD Simulation Through a Centrifugal Pump: Coursera
  • Microsoft Azure AI in Healthcare: Microsoft
  • KI für alle: DeepLearning.AI
  • Dinosaurs: Evolution, Extinction, and Paleobiology: American Museum of Natural History
  • Basics of Air Conditioning & Heat Load Calculation: L&T EduTech
  • Foundations of Coding Front-End: Microsoft
  • Database Architecture and NoSQL at Scale with Deno: University of Michigan

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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