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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: Preview
    Preview
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    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Legal Risk, Sustainable Development, Law, Regulation, and Compliance, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Migrating MySQL User Data When Running Database Migration Service Jobs

    Skills you'll gain: MySQL, Data Migration, Database Administration, Database Software, Stored Procedure, User Provisioning, Data Validation

    Advanced · Project · Less Than 2 Hours

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    Google Cloud

    Using OpenTSDB to Monitor Time-Series Data on Cloud Platform

    Skills you'll gain: Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Management, Time Series Analysis and Forecasting, Cloud Platforms, Application Deployment, Data Store

    Intermediate · Project · Less Than 2 Hours

  • Status: Free
    Free
    G

    Google Cloud

    Cost Optimization and Data Tiering with BigLake and Cloud Storage

    Skills you'll gain: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Data Storage Technologies, Data Migration

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
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    National Taiwan University

    大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions)

    Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Strategic Decision-Making, Data-Driven Marketing, Data Strategy, Analytics, Financial Data, Social Media Analytics, Marketing Analytics, Market Analysis, Customer Insights, Big Data, Social Media, Business, Brand Management, Banking, FinTech

    4.8
    Rating, 4.8 out of 5 stars
    ·
    414 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Use Go Code to Work with Google Cloud Data Sources

    Skills you'll gain: Cloud Deployment, Google App Engine, Application Deployment, Google Cloud Platform, Go (Programming Language), Cloud Applications, Cloud Development, Software Testing, Development Testing, Data Access, Web Development Tools, Database Application

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Use Java APIs to sort and search a collection of data

    Skills you'll gain: Object Oriented Programming (OOP), Java Programming, Java, Algorithms, Application Programming Interface (API), Data Structures

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - Bahasa Indonesia

    Skills you'll gain: Metadata Management, Data Pipelines, Data Migration, Google Cloud Platform, Extract, Transform, Load, Data Lakes, Data Import/Export, Data Infrastructure, Apache Airflow, Data Integration, Data Processing, Data Management, Data Storage, Cloud Storage, Data Transformation, Automation, Serverless Computing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Creating a Business Value with Data and Looker 日本語版

    Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Data Governance, Digital Transformation, Data Modeling, Pivot Tables And Charts, Real Time Data, Google Cloud Platform, Dataflow, Data Storage, Data Management, Data Presentation, Cloud Storage, Data Transformation, Statistical Reporting, Data Analysis, Data Analysis Software, Performance Tuning, SQL

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Model Training, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Data Visualization, Prompt Engineering, Excel Formulas, Microsoft Excel, Data Presentation, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Data Visualization Software, Data Storytelling, Spreadsheet Software, Forecasting, Dashboard Creation, Report Writing, Data Cleansing, Data Analysis, Data Synthesis, Predictive Modeling, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    509 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free
    Free
    G

    Google Cloud

    Building Fitness-Driven dApps: Streaming Google Fit Data with W3bstream

    Skills you'll gain: Blockchain, Google Cloud Platform, Web Applications, Game Design

    Intermediate · Project · Less Than 2 Hours

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

  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus
  • Migrating MySQL User Data When Running Database Migration Service Jobs: Google Cloud
  • Using OpenTSDB to Monitor Time-Series Data on Cloud Platform: Google Cloud
  • Cost Optimization and Data Tiering with BigLake and Cloud Storage: Google Cloud
  • 大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions): National Taiwan University
  • Use Go Code to Work with Google Cloud Data Sources: Google Cloud
  • Use Java APIs to sort and search a collection of data: Coursera
  • Introduction to Data Engineering on Google Cloud - Bahasa Indonesia: Google Cloud
  • Creating a Business Value with Data and Looker 日本語版: Google Cloud
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
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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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