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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


  • Status: Free Trial
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    Johns Hopkins University

    Biostatistics in Public Health

    Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Logistic Regression, Regression Analysis, Sampling (Statistics), Statistical Methods, Statistical Visualization, Statistical Analysis, Epidemiology, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Inference, Probability Distribution, Public Health, Scientific Methods, Statistics, Statistical Modeling, Advanced Analytics, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Database Management Essentials

    Skills you'll gain: Database Design, Relational Databases, Data Modeling, Database Management Systems, Database Management, Oracle Databases, SQL, Data Integrity, PostgreSQL, Conceptual Design

    4.6
    Rating, 4.6 out of 5 stars
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    3.4K reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    OpenTelemetry for Unified Observability

    Skills you'll gain: .NET Framework, Prometheus (Software), Cloud-Native Computing, Site Reliability Engineering, Kubernetes, Data Import/Export, Application Programming Interface (API), Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

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    T

    The University of Notre Dame

    Point-to-Point Wireless Telecommunication Links

    Skills you'll gain: Communication Systems, Digital Communications, Telecommunications, Wireless Networks, Digital Signal Processing, Electronics Engineering, General Networking, Electronics, System Requirements, Network Architecture, Technical Communication, Reliability

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Modeling, Statistical Analysis, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    L

    Logical Operations

    Microsoft Word for Office 365 (Desktop or Online): Part 3

    Skills you'll gain: Microsoft Word, Collaborative Software, Microsoft 365, Excel Macros, Microsoft Office, Document Management, Collaboration, Productivity Software, Microsoft Windows, Productivity, Technical Documentation, Web Content, Writing, Report Writing, Writing and Editing, Web Content Accessibility Guidelines, Editing, Business Writing, Computer Literacy, Business Communication

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Digital Marketing Analytics in Practice

    Skills you'll gain: Data Storytelling, Marketing Analytics, Case Studies, Web Analytics, Analytics, Business Analytics, Trend Analysis, Digital Marketing, Data Analysis, Marketing Planning, Marketing, Online Advertising, MarTech, Consumer Behaviour, Data Collection, Fraud detection, Information Privacy

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    3.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Foundations of Embedded Software Design

    Skills you'll gain: Embedded Software, Embedded Systems, Pseudocode, Hardware Architecture, Computer Architecture, Software Design, Systems Design, Software Design Patterns, Systems Integration, Programming Principles, Event-Driven Programming, Program Development, Real Time Data, Peripheral Devices

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    R

    Real Madrid Graduate School Universidad Europea

    AI and Health: Future Perspectives and Transformations

    Skills you'll gain: Precision Medicine, Sports Medicine, Athletic Training, Rehabilitation, Responsible AI, Data Ethics, Injury Prevention, Augmented and Virtual Reality (AR/VR), AI Personalization, Health Systems, Exercise Science, Health Technology, Artificial Intelligence, Emerging Technologies, Healthcare Ethics, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management, Real Time Data

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    A

    Amazon Web Services

    AWS Fundamentals Lab Series

    Skills you'll gain: Amazon CloudWatch, Cloud Infrastructure, Cloud Management, Amazon Web Services, Amazon S3, Cloud Computing, Data Migration, Cloud Security, Virtual Networking, Virtual Private Networks (VPN), MySQL, Systems Administration, Database Management, Network Security, Resource Management, Performance Analysis

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Modern Statistical Computing and Regression Modeling in R

    Skills you'll gain: Data Storage Technologies, Statistics, Data Storage, Database Software, Statistical Hypothesis Testing, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

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

  • Biostatistics in Public Health: Johns Hopkins University
  • Design & Secure LLM APIs for Scalability: Coursera
  • Database Management Essentials: University of Colorado System
  • OpenTelemetry for Unified Observability: Coursera
  • Point-to-Point Wireless Telecommunication Links: The University of Notre Dame
  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • Microsoft Word for Office 365 (Desktop or Online): Part 3 : Logical Operations
  • Digital Marketing Analytics in Practice: University of Illinois Urbana-Champaign
  • Foundations of Embedded Software Design: Coursera
  • AI and Health: Future Perspectives and Transformations: Real Madrid Graduate School Universidad Europea

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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