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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


  • E

    EDUCBA

    Create Professional 3D Product Models

    Skills you'll gain: 3D Modeling, Autodesk Maya, Visualization (Computer Graphics), Computer Graphics, Adobe Photoshop, Computer Graphic Techniques, Graphic Design, Image Quality

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Modern OpenGL for Real-Time Graphics Programming

    Skills you'll gain: Development Environment, Computer Graphics, Visualization (Computer Graphics), Cross Platform Development, Computer Graphic Techniques, C++ (Programming Language), Video Game Development, Program Development, Software Installation, System Configuration, Debugging

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced Algorithms and Problem-Solving Techniques

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Build End-to-End RPA Solutions with UiPath

    Skills you'll gain: Robotic Process Automation, Email Automation, Business Process Automation, Automation, Transaction Processing, Web Applications, Software Architecture, Maintainability, Data Import/Export, Debugging

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Marketing and Campaign Optimization

    Skills you'll gain: Content Performance Analysis, Marketing Analytics, Marketing Automation, Performance marketing, Web Analytics, Customer Analysis, Campaign Management, Email Marketing, Web Analytics and SEO, Performance Analysis, Digital Advertising, Promotions and Campaigns, Social Media Content, Revenue Forecasting, Search Engine Optimization, Content Development and Management, Financial Forecasting, Strategic Partnership, Budget Management, Copywriting

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Email Metrics, Reporting & Campaign Strategy

    Skills you'll gain: Dashboard, Stakeholder Communications, Campaign Management, Performance Reporting, Email Marketing, Data-Driven Decision-Making, Smart Goals, Marketing Analytics, Marketing Effectiveness, Gap Analysis, Performance Analysis, Marketing Strategies, Content Performance Analysis, Strategic Leadership, Strategic Marketing, Business Writing, Workflow Management, Strategic Planning, Data Visualization, A/B Testing

    Intermediate · Specialization · 3 - 6 Months

  • I

    Indian School of Business

    Trading Strategies in Emerging Markets

    Skills you'll gain: Financial Statements, Peer Review, Financial Statement Analysis, Financial Trading, Balance Sheet, Portfolio Management, Income Statement, Data Collection, Market Liquidity, Investment Management, Financial Analysis, Performance Analysis, Project Design, Market Analysis, Financial Market, Accruals, Business Planning, Securities Trading, Market Dynamics, Performance Measurement

    4.2
    Rating, 4.2 out of 5 stars
    ·
    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Feature Engineering, Model Deployment, Responsible AI, Model Evaluation, Tensorflow, Exploratory Data Analysis, Data Preprocessing, Google Cloud Platform, Keras (Neural Network Library), Data Strategy, Embeddings, MLOps (Machine Learning Operations), Machine Learning, Applied Machine Learning, Dataflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    92 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Foundations of IT Systems and Operating Systems

    Skills you'll gain: User Accounts, Data Storage Technologies, Operating Systems, Software Installation, Desktop Support, Microsoft Windows, System Configuration, Linux, Information Systems Security, Performance Tuning, Mac OS, Information Technology, System Support, File Systems

    Beginner · Course · 1 - 3 Months

  • J

    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
    ·
    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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

  • Create Professional 3D Product Models: EDUCBA
  • Apply Modern OpenGL for Real-Time Graphics Programming: EDUCBA
  • Probability and Statistics: Birla Institute of Technology & Science, Pilani
  • Advanced Algorithms and Problem-Solving Techniques: Packt
  • Build End-to-End RPA Solutions with UiPath: EDUCBA
  • AI Marketing and Campaign Optimization : Coursera
  • Email Metrics, Reporting & Campaign Strategy: Coursera
  • Trading Strategies in Emerging Markets: Indian School of Business
  • Machine Learning with TensorFlow on Google Cloud em Português Brasileiro: Google Cloud
  • Foundations of IT Systems and Operating Systems: Packt

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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