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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


  • U

    University of California San Diego

    Hadoop Platform and Application Framework

    Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Analytics, Data Processing, Software Architecture, Distributed Computing, Data Architecture, Performance Tuning, Data Storage, System Configuration, Python Programming

    4 stars, 3.3K reviews, Mixed, Course, 1 - 3 Months

    ★ 4 (3.3K) · Mixed · Course · 1 - 3 Months

  • G

    Google

    AI for Brainstorming and Planning

    Skills you'll gain: AI literacy, Product Planning, Generative AI, Artificial Intelligence, AI Personalization, Google Workspace

    4.8 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Erasmus University Rotterdam

    Econometrics: Methods and Applications

    Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Logistic Regression, Statistical Methods, Data Analysis, Economics, Trend Analysis, Analytics, Statistical Analysis, Statistical Modeling, Statistics, Case Studies, Forecasting, Probability & Statistics, Estimation, Model Evaluation, Statistical Hypothesis Testing, Probability, Linear Algebra

    4.6 stars, 1.2K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (1.2K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Unlock Business Insights with Microsoft Excel and Power BI

    Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard Creation, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Interactive Data Visualization, Business Intelligence, Data Collection, Business Metrics

    4.5 stars, 855 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (855) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • B

    Board Infinity

    No-Code AI Analytics: Build Dashboards & Auto Reports

    Skills you'll gain: Dashboard Creation, Interactive Data Visualization, Dashboard, Data Presentation, Data Storytelling, No-Code Development, Data Processing, Environmental Social And Corporate Governance (ESG), Data Preprocessing, Data Cleansing, Product Development, Sustainability Reporting, Data Manipulation, Data Wrangling, Analytics, Business Reporting, Anthropic Claude, Sustainable Business, User Interface (UI), AI Workflows

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google

    Análisis de Datos de Google

    Skills you'll gain: Data Storytelling, Presentations, Rmarkdown, Data Presentation, Data Cleansing, Data Visualization, Ggplot2, Data Validation, Spreadsheet Software, Data Visualization Software, Data Ethics, Data Analysis, Interactive Data Visualization, Data-Driven Decision-Making, Tableau Software, Data Processing, Dashboard, Business Analysis, Stakeholder Communications, File Management

    4.8 stars, 12K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (12K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Austral

    Excel aplicado a los negocios (Nivel Avanzado)

    Skills you'll gain: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Operations Research, Analysis, Business Analysis, Data Validation, Data Import/Export, Resource Utilization, Process Optimization, Data Sharing, Trend Analysis, Data Integration, Automation

    4.8 stars, 3.1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (3.1K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SAS

    SAS Programmer

    Skills you'll gain: SAS (Software), Data Manipulation, Statistical Reporting, Data Import/Export, Requirements Analysis, Data Transformation, Data Validation, Analysis, Data Access, Statistical Programming, Statistical Analysis, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Wrangling, Data Analysis Software, Microsoft Excel, Data Processing, Data Preprocessing, Data Integration

    4.8 stars, 3.5K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (3.5K) · Beginner · Professional Certificate · 3 - 6 Months

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

    University of Toronto

    GIS, Mapping, and Spatial Analysis

    Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Mapping, Metadata Management, Query Languages, Data Manipulation, Data Visualization, Quantitative Research, Data Compilation, Data Literacy, Data Access, Interactive Data Visualization, Data Processing, Typography, Data Wrangling

    4.8 stars, 3.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (3.1K) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • P

    Packt

    Practical Machine Learning on Databricks

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Model Training, AI Workflows, Machine Learning Software, Data Lakes, CI/CD, Model Evaluation, Applied Machine Learning, Data Store, Machine Learning, Development Environment, Predictive Modeling, Statistical Machine Learning, Data Science, Machine Learning Algorithms, Python Programming

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    Dynamic Heat Maps in Spreadsheets

    Skills you'll gain: Business Reporting, Dashboard, Data Visualization, Dashboard Creation, Interactive Data Visualization, Microsoft Excel, Heat Maps, Trend Analysis, Excel Formulas, Analysis, Spreadsheet Software, Data Validation, Sales, Data Analysis, Business Analysis, Real Time Data, Microsoft Project, Business, Decision Making

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    IBM Machine Learning

    Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Autoencoders, Feature Engineering, Dimensionality Reduction, Supervised Learning, Generative AI, Classification Algorithms, Regression Analysis, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Science, Machine Learning, Python Programming

    4.6 stars, 3.7K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (3.7K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Hadoop Platform and Application Framework: University of California San Diego
  • AI for Brainstorming and Planning: Google
  • Econometrics: Methods and Applications: Erasmus University Rotterdam
  • Unlock Business Insights with Microsoft Excel and Power BI: Microsoft
  • No-Code AI Analytics: Build Dashboards & Auto Reports: Board Infinity
  • Análisis de Datos de Google: Google
  • Excel aplicado a los negocios (Nivel Avanzado): Universidad Austral
  • SAS Programmer: SAS
  • GIS, Mapping, and Spatial Analysis: University of Toronto
  • Practical Machine Learning on Databricks: 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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