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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


  • Status: New
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    EDUCBA

    Analyze Big Data Using Apache Impala SQL

    Skills you'll gain: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Database Design, Data Analysis, Analytical Skills, Query Languages, Databases, Relational Databases, Analysis, Database Management, Data Manipulation, Apache, Metadata Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Dashboard Creation, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Data Analysis, Statistical Analysis, Data Manipulation, Interactive Data Visualization, Scatter Plots, Data Presentation, Time Series Analysis and Forecasting, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Salesforce Data Cloud Mastery: Certified Consultant Skills Path

    Skills you'll gain: Salesforce, Data Governance, Cloud Management, Customer Data Management, Data Integration, Data Management, Customer Insights, Data Architecture, Dataflow, Data Modeling, Data Access, Data Processing, Cloud Computing, Data Import/Export, Metadata Management, Real Time Data, Customer Analysis, Data Analysis, OpenAI API, Automation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Crea data lakes y almacenes de datos en Google Cloud

    Skills you'll gain: Data Lakes, Google Cloud Platform, Data Warehousing, Metadata Management, Data Architecture, Data Management, Data Infrastructure, Data Security, Data Integration, Cloud Storage, Data Storage Technologies, Data Processing, Cloud Computing Architecture, Data Storage, Advanced Analytics, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
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    97 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Apache Spark with Scala – Hands-On with Big Data!

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Data Manipulation, Programming Principles, Graph Theory, Integrated Development Environments, Data Transformation, Development Environment, Software Development Tools, Distributed Computing, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google

    Google Business Intelligence

    Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Database Systems, Interactive Data Visualization, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9.1K reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    Politics and Ethics of Data Analytics in the Public Sector

    Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Administration, Public Policies, Analytics, Model Evaluation, Data Presentation, Ethical Standards And Conduct, R (Software)

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Data Analysis, Google Cloud Platform, Analytical Skills, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SkillUp

    Prep for Microsoft Azure Data Engineer Associate Cert DP-203

    Skills you'll gain: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage, Security Controls, Data Transformation, Data Processing, Data Cleansing, Performance Tuning, Data Integration, Data Pipelines, Apache Spark, Encryption, Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Google Cloud

    Protecting Sensitive Data in Gen AI Model Responses

    Skills you'll gain: Data Loss Prevention, AI Security, Gemini, Google Gemini, Generative AI, Personally Identifiable Information, Cloud API, Jupyter, Responsible AI, Google Cloud Platform, Cloud Security

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Analyze Windows Data Ingestion with Splunk Projects

    Skills you'll gain: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Data Import/Export, Windows Servers, Data Validation, Configuration Management, Software Configuration Management, Event Monitoring, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Google Cloud

    Enabling Sensitive Data Protection Discovery for Cloud Storage

    Skills you'll gain: Continuous Monitoring, Cloud Security, Cloud Storage, Data Security, Data Storage, Data Loss Prevention, Security Controls, Personally Identifiable Information, Google Cloud Platform, Data Management

    Intermediate · Project · Less Than 2 Hours

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

  • Analyze Big Data Using Apache Impala SQL: EDUCBA
  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • Salesforce Data Cloud Mastery: Certified Consultant Skills Path: Packt
  • Crea data lakes y almacenes de datos en Google Cloud: Google Cloud
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Google Business Intelligence: Google
  • Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
  • Put It All Together: Prepare for a Cloud Data Analyst Job: Google Cloud
  • Prep for Microsoft Azure Data Engineer Associate Cert DP-203: SkillUp
  • Protecting Sensitive Data in Gen AI Model Responses: Google Cloud

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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