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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


  • R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation

    ★ 4.8 (365) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Teaching Impacts of Technology in K-12 Education

    Skills you'll gain: Data Ethics, Interactive Learning, Big Data, Cybersecurity, Student Engagement, Pedagogy, General Networking, Blockchain, Digital pedagogy, Algorithms, Data Security, Teaching, digital literacy, Cryptography, Spatial Data Analysis, Technical Communication, Diversity Awareness, Education Software and Technology, Distributed Computing, Diversity Equity and Inclusion Initiatives

    ★ 4.6 (63) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Desarrollo de aplicaciones avanzadas con Android

    Skills you'll gain: Android Development, Android (Operating System), Application Deployment, JSON, Web Services, Restful API, Mobile Development, Application Development, Application Programming Interface (API), Data Persistence, User Interface (UI) Design, Animations

    ★ 4.6 (103) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Machine Learning and Human Learning

    Skills you'll gain: Education Software and Technology, Machine Learning Methods, Supervised Learning, Machine Learning, Applied Machine Learning, AI Personalization, Machine Learning Algorithms, Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI literacy, Data Mining, Learning Theory, Human Computer Interaction

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Advancing Women in Tech

    The Business of Product Management II

    Skills you'll gain: Product Roadmaps, Product Management, Agile Product Development, Customer Retention, Product Planning, Financial Analysis, Product Development, Financial Statement Analysis, Customer Analysis, Customer experience improvement, Innovation, Revenue Management, Business Metrics, Financial Statements, Brand Loyalty, Financial Acumen, Customer Engagement, Agile Methodology, Initiative and Leadership, Commercialization

    ★ 4.6 (237) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • O

    Oracle

    Oracle Java Foundations

    Skills you'll gain: Java, Java Programming, Object Oriented Programming (OOP), Object Oriented Design, Oracle Cloud, Computer Programming, Cloud Development, Integrated Development Environments, Programming Principles, Computer Programming Tools, Development Environment

    ★ 4.6 (43) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Vision Models: Train and Evaluate

    Skills you'll gain: Model Training, Failure Analysis, Deep Learning, AI Workflows, Applied Machine Learning, Data Pipelines, Analysis, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Databricks Mosaic AI

    Skills you'll gain: AI Workflows, Databricks, Initiative and Leadership, Scalability, AI Orchestration, Workflow Management, MLOps (Machine Learning Operations), Strategic Thinking, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Business Strategy, Automation, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Peking University

    数据结构基础

    Skills you'll gain: Data Structures, Graph Theory, Computational Thinking, Theoretical Computer Science, Algorithms, Computer Programming, Computer Science, C (Programming Language), Data Storage, C++ (Programming Language)

    ★ 4.2 (251) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Financing for Startup Businesses

    Skills you'll gain: FinTech, Entrepreneurial Finance, Fundraising and Crowdsourcing, Equities, Financial Modeling, Finance, Private Equity, Loans, Consumer Lending, Credit Risk, Microsoft Excel, Digital Analysis, Liquidation, Fundraising, Lending and Underwriting

    ★ 4.5 (228) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    Universitat Politècnica de València

    Introducción a R para ciencia de datos

    Skills you'll gain: Plot (Graphics), R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Statistical Programming, Model Training, Data Structures, Programming Principles, Data Analysis, Machine Learning Methods, Data Visualization, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Infonomics II: Business Information Management and Measurement

    Skills you'll gain: Asset Management, Intellectual Property, Data Quality, Information Management, Digital Assets, Business Valuation, Management Accounting, Information Privacy, Data Governance, Legal Risk, Financial Modeling, Business Metrics, Organizational Effectiveness, Data Strategy, Accounting, Organizational Structure, Innovation, Data Analysis, Big Data

    ★ 4.6 (36) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
1…484485486…834

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

  • Principles of Computing (Part 2): Rice University
  • Teaching Impacts of Technology in K-12 Education: University of California San Diego
  • Desarrollo de aplicaciones avanzadas con Android: Universidad Nacional Autónoma de México
  • Machine Learning and Human Learning: University of Illinois Urbana-Champaign
  • The Business of Product Management II: Advancing Women in Tech
  • Oracle Java Foundations: Oracle
  • Vision Models: Train and Evaluate: Coursera
  • Databricks Mosaic AI: Coursera
  • 数据结构基础: Peking University
  • Financing for Startup Businesses: Duke University

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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