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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


  • D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    4.7 stars, 7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, Risk Modeling, R Programming, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Precision Medicine, Data Preprocessing, Applied Machine Learning, Sampling (Statistics), Diagnostic Tests

    4.6 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Santa Cruz

    Go and C++: Programming in Two Successor Languages of C

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Software Design Patterns, Debugging, Computer Programming, Programming Principles, Unit Testing, Algorithms, C (Programming Language), Program Development, Software Design, Graph Theory, Software Testing, Code Reusability, Memory Management, C and C++

    4.4 stars, 2.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (2.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Applied Unsupervised Learning in Python

    Skills you'll gain: Unsupervised Learning, Embeddings, Applied Machine Learning, Data Quality, Unstructured Data, Machine Learning Methods, Anomaly Detection, Data Preprocessing, Data Transformation, Python Programming, Exploratory Data Analysis, Model Evaluation

    4.9 stars, 7 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.9 (7) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Case Western Reserve University

    Basic Principles of Geostatistical Geospatial Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Methods, Statistical Modeling, R Programming, Statistical Analysis, R (Software), Probability & Statistics, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Correlation Analysis, Data Validation, Simulations, Histogram, Box Plots

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Governance, Data Storytelling, Marketing Analytics, Business Analytics, Data-Driven Marketing, Accounting, Responsible AI, Data Management, Data Visualization Software, Internal Controls, Classification Algorithms, Internal Auditing, Data-Driven Decision-Making, Analytical Skills, Data Preprocessing, Business Analysis, Analytics, Data Analysis, Power BI, Machine Learning

    4.6 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Pennsylvania

    The Business of Health Care

    Skills you'll gain: People Management, Financial Reporting, Financial Acumen, Financial Data, Financial Statement Analysis, Financial Statements, Financial Accounting, Social Determinants Of Health, Operations Management, Income Statement, Employee Performance Management, Financial Analysis, Leadership and Management, Health Systems, Operational Performance Management, Human Capital, Health Care Administration, Health Care Procedure and Regulation, Health Care, Insurance

    4.6 stars, 2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Advanced SQL Applications and Performance Optimization

    Skills you'll gain: SQL, Relational Databases, Database Design, Database Application, Data Integrity, Stored Procedure, Database Architecture and Administration, Database Development, Database Management, Query Languages, Data Store, Performance Tuning, Graph Theory, Data Modeling, Extensible Markup Language (XML), Extensible Languages and XML, Data Access, Application Design, Performance Management, Network Troubleshooting

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    ChatGPT Teach-Out

    Skills you'll gain: ChatGPT, OpenAI, Large Language Modeling, AI literacy, Legal Risk, Natural Language Processing, Data Ethics, Responsible AI, Generative AI, Artificial Intelligence, Law, Regulation, and Compliance, Social Impact, Intellectual Property, Education and Training, Economics, Ethical Standards And Conduct

    4.5 stars, 68 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (68) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Cambridge

    An Introduction to Astronomy

    Skills you'll gain: Scientific Methods, Physics, Physical Science, Science and Research, Environment, Life Sciences, Research, Scientific Visualization, Data Analysis, General Mathematics

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Designing and Building Web APIs with ASP.NET Core

    Skills you'll gain: Restful API, API Design, ASP.NET, Application Programming Interface (API), GraphQL, .NET Framework, Object-Relational Mapping, Data Modeling, Data Store, Relational Databases, Middleware, C# (Programming Language), Query Languages, Transact-SQL, Data Mapping, Application Frameworks, Data Access, Back-End Web Development, Data Persistence, Configuration Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Data Ethics, Risking, Human Centered Design, Interaction Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, AI literacy, General Data Protection Regulation (GDPR), Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

    4.7 stars, 57 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (57) · Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular data mining courses

  • Programming Fundamentals: Duke University
  • Population Health: Predictive Analytics: Universiteit Leiden
  • Go and C++: Programming in Two Successor Languages of C: University of California, Santa Cruz
  • Applied Unsupervised Learning in Python: University of Michigan
  • Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University
  • Business Analytics: University of Illinois Urbana-Champaign
  • The Business of Health Care: University of Pennsylvania
  • Advanced SQL Applications and Performance Optimization: John Wiley & Sons
  • ChatGPT Teach-Out: University of Michigan
  • An Introduction to Astronomy: University of Cambridge

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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