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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


  • I

    Illinois Tech

    Predictive Analytics

    Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Transformation, Data Analysis, Statistical Machine Learning, Analytics, Data Science, Data Mining, R (Software), Classification Algorithms, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Data Preprocessing, Machine Learning, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Social Media Analytics

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Network Analysis, Big Data, Network Model, Data Ethics, Applied Machine Learning, Responsible AI, Analytics, Data Mining, Machine Learning, Research, Deep Learning, Artificial Intelligence, Unsupervised Learning, Algorithms

    Intermediate · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Análise de Segmentação de Mercado

    Skills you'll gain: Exploratory Data Analysis, Customer Analysis, Market Analysis, Marketing Analytics, Customer Insights, Big Data, Data Mining, Analytics, Target Market, Data Analysis, Target Audience, R Programming, R (Software), Unsupervised Learning, Data-Driven Decision-Making, Machine Learning Algorithms, Descriptive Statistics, Statistical Modeling, Data Strategy, Consumer Behaviour

    Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Machine Learning with Databricks and MLflow

    Skills you'll gain: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    투자 기술의 혁신: AI

    Skills you'll gain: FinTech, Investments, Market Data, AI Enablement, Wealth Management, Financial Trading, Investment Management, Asset Management, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Financial Services, Data Mining, Analytics, Artificial Neural Networks, Applied Machine Learning, Financial Data, Portfolio Management, Decision Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Systems & Analytics in Management Accounting

    Skills you'll gain: Business Systems Analysis, Data Mining, Analytics, Enterprise Resource Planning, Systems Analysis, Information Systems, Performance Measurement, Business Analytics, Business Technologies, Data Processing, Business Process Automation, Data Governance, Data Preprocessing, Automation

    Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Plot (Graphics), Data Visualization, R (Software), Big Data, Analytics, Predictive Analytics, Dimensionality Reduction, Data Science, R Programming, Statistical Modeling, Graphing, Predictive Modeling, Data Modeling, Data Visualization Software, Data-Driven Decision-Making

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

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In summary, here are 8 of our most popular data mining courses

  • Predictive Analytics: Illinois Tech
  • Introduction to Social Media Analytics: Birla Institute of Technology & Science, Pilani
  • Análise de Segmentação de Mercado: Fundação Instituto de Administração
  • Machine Learning with Databricks and MLflow: Pragmatic AI Labs
  • 투자 기술의 혁신: AI: University of Michigan
  • Analyze Systems & Analytics in Management Accounting: EDUCBA
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Master of Science in Computer Science: Clemson 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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