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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


  • C

    Coursera

    Create a Database with the Modeling Tool in MySQL Workbench

    Skills you'll gain: MySQL Workbench, Database Design, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
    ·
    62 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Business Mathematics, Descriptive Statistics, Microsoft Excel, Statistics, Business Analytics, Excel Formulas, Statistical Analysis, Algebra, Calculus, Arithmetic, Business

    4.3
    Rating, 4.3 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Monitoring and Observability for Development and DevOps

    Skills you'll gain: Grafana, System Monitoring, Prometheus (Software), Application Performance Management, DevOps, Continuous Monitoring, Docker (Software), Cloud-Native Computing, Containerization, Kubernetes, Microservices, Debugging, Distributed Computing, Data Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    96 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2))

    Skills you'll gain: Data Structures, Data Visualization Software, Financial Data, Financial Analysis, Data Analysis, Debugging, Programming Principles, Python Programming, Maintainability, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAP

    Business Process Modeling and Analysis

    Skills you'll gain: SAP Signavio, Business Process Modeling, Performance Measurement, Process Analysis, Process Design, Business Process, Process Mapping, Process Improvement, Gap Analysis, SAP Analytics Cloud, Business Process Improvement, Dashboard, Data Visualization, Root Cause Analysis, Data-Driven Decision-Making, ChatGPT

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Inferential and Predictive Statistics for Business

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Business Analytics, Statistical Analysis, Analytics, Microsoft Excel, Statistical Modeling, Probability & Statistics, Statistical Methods, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    871 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Introduction to Image Processing

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Spatial Data Analysis, Digital Signal Processing, Geospatial Information and Technology, Quantitative Research, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    201 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    Java程序设计

    Skills you'll gain: Java Programming, Java, Maintainability, Software Design Patterns, Computer Programming, Software Design, Object Oriented Programming (OOP), C and C++, JUnit, UI Components, Object Oriented Design, User Interface (UI), Application Programming Interface (API), Network Model, File I/O, Algorithms, Software Development Tools, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    209 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Test and Behavior Driven Development

    Skills you'll gain: Test Driven Development (TDD), Gherkin (Scripting Language), Code Coverage, Behavior-Driven Development, Software Testing, Unit Testing, Test Automation, Test Tools, API Testing, Test Case, Test Data, User Story, Mockups, Restful API, Microservices

    4.8
    Rating, 4.8 out of 5 stars
    ·
    240 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Automatic Data Processing, Inc. (ADP)

    Diversity, Equity & Inclusion

    Skills you'll gain: Diversity Training, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Open Mindset, Cultural Responsiveness, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Employee Training, Safety Culture, Self-Awareness

    4.5
    Rating, 4.5 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Multiple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Regression Analysis, Logistic Regression, Statistical Methods, Public Health, Probability & Statistics, Statistical Analysis, Statistical Inference, Advanced Analytics, Statistical Modeling, Predictive Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    320 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Programming with Scratch

    Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Programming Principles, Computer Programming, Dataflow, Storytelling, Game Design, Storyboarding, Scripting, Solution Design, Program Development, Event-Driven Programming, Coordination

    4.4
    Rating, 4.4 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

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

  • Create a Database with the Modeling Tool in MySQL Workbench: Coursera
  • Math for MBA and GMAT Prep: Emory University
  • Monitoring and Observability for Development and DevOps: IBM
  • 用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2)): National Taiwan University
  • Business Process Modeling and Analysis: SAP
  • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
  • Introduction to Image Processing: MathWorks
  • Java程序设计: Peking University
  • Introduction to Test and Behavior Driven Development: IBM
  • Diversity, Equity & Inclusion: Automatic Data Processing, Inc. (ADP)

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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