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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


  • U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, PyTorch (Machine Learning Library), Vision Transformer (ViT), Image Analysis, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze and Optimize Marketing Channel Performance

    Skills you'll gain: Marketing Budgets, Marketing Effectiveness, Budget Management, Google Analytics, Marketing Analytics, Marketing Strategies, Marketing Channel, Data Validation, Web Analytics, Real Time Data, Performance Analysis, Strategic Decision-Making, Event Monitoring, Data Capture, System Configuration

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Employee Apps with React: Apply Real-World UI Skills

    Skills you'll gain: Scalability, Web Applications, Data Management

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Advanced API Testing with Postman

    Skills you'll gain: Continuous Delivery, Web Services, Software Testing, Test Execution Engine

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    애플리케이션에 맞는 Google Cloud 데이터베이스 선택하기

    Skills you'll gain: Generative AI, Vector Databases, Google Cloud Platform, Cloud Applications, Databases, NoSQL, Database Management Systems, Database Design, Relational Databases, Transaction Processing, Analytics, Data Migration, Scalability

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Software, Embedded Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Electronic Hardware, Internet Of Things, Software Development, Artificial Intelligence, Real Time Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    44 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Interactive Bank Pages Using JavaScript

    Skills you'll gain: Event-Driven Programming, Web Applications, Javascript, Hypertext Markup Language (HTML), Front-End Web Development, Scripting, Transaction Processing, Programming Principles, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Financial Auditing, Risk Management, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    Intermediate · Professional Certificate · 3 - 6 Months

  • P

    PracticalGrowth

    Project & Process Management for a Tech-Driven Workplace

    Skills you'll gain: Project Planning, Project Risk Management, Root Cause Analysis, Project Scoping, Dashboard, Risk Management, Program Management, Workflow Management, Project Management, Project Estimation, Process Improvement, Agile Project Management, Capacity Planning, Project Documentation, Stakeholder Management, Collaborative Software, Prioritization, Resource Management, Meeting Facilitation, Portfolio Management

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Apply API Testing & Automation with Postman

    Skills you'll gain: Postman API Platform, Continuous Delivery, Web Services, API Design, Business Logic, Application Programming Interface (API), CI/CD, Software Testing, Test Execution Engine, Restful API, Interactive Data Visualization, Test Case, Server Side, Application Development, Web Applications, Automation, Debugging, Data Modeling, Software Installation

    Beginner · Specialization · 1 - 3 Months

  • W

    Whizlabs

    Prompt Engineering Generative AI & LLM Models Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, Model Evaluation, Data Cleansing, Transfer Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • Analyze and Optimize Marketing Channel Performance: Coursera
  • Build Employee Apps with React: Apply Real-World UI Skills: EDUCBA
  • Apply Advanced API Testing with Postman: EDUCBA
  • 애플리케이션에 맞는 Google Cloud 데이터베이스 선택하기: Google Cloud
  • Introduction to Automotive Embedded Systems: Starweaver
  • Build Interactive Bank Pages Using JavaScript: EDUCBA
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • Project & Process Management for a Tech-Driven Workplace: PracticalGrowth

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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