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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


  • Status: Preview
    Preview
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Pipelines - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Performance Tuning, Data Processing, Apache Spark, Real Time Data, Google Cloud Platform, Jupyter

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    How to Build a BI Dashboard Using Google Data Studio and BigQuery

    Skills you'll gain: Dashboard, Data Import/Export, Business Intelligence, Google Cloud Platform, Data Integration, Database Development, Data Migration, Query Languages, Data Analysis, Data Management

    4.3
    Rating, 4.3 out of 5 stars
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    15 reviews

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Build an End-to-End Data Capture Pipeline using Document AI

    Skills you'll gain: Data Processing, Google Cloud Platform, Data Store, Data Pipelines, Data Capture, Unstructured Data, Cloud API, Geographic Information Systems, Document Management, Cloud Storage, Serverless Computing, Business Process

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Use Java APIs to sort and search a collection of data

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

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 日本語版

    Skills you'll gain: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Marketing Strategies, Customer Data Management, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Workflow Management, Data Wrangling, Data Quality, Statistical Analysis, Data Transformation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    274 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Security, Public Cloud, Cloud Management, Firewall, Security Management, Identity and Access Management, Network Security, Network Administration, Cloud Storage

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro

    Skills you'll gain: Data Processing, Data Infrastructure, MLOps (Machine Learning Operations), Data Visualization, Applied Machine Learning, Data Pipelines, Data Modeling, Google Cloud Platform, Solution Architecture, Machine Learning, Quality Assurance, Data Storage, Data Quality, Cloud Engineering, Scalability, Cloud Security, Cloud Solutions

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Creating a Business Value with Data and Looker 日本語版

    Skills you'll gain: Looker (Software), Dashboard, Data Strategy, Data Presentation, Pivot Tables And Charts, Digital Transformation, Data Modeling, Real Time Data, Data Governance, Business Intelligence, Google Cloud Platform, Data Management, Cloud Storage, Data Transformation, Data Analysis, Data Storage, Big Data, Data Visualization Software, Database Development, Analytics

    4.1
    Rating, 4.1 out of 5 stars
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    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud

    Skills you'll gain: Cloud Storage, Data Storage Technologies, Disaster Recovery, Data Security, Google Cloud Platform, Data Maintenance, Malware Protection, Data Management

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 日本語版

    Skills you'll gain: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Data Import/Export, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - 简体中文

    Skills you'll gain: Data Pipelines, Data Sharing, Extract, Transform, Load, Apache Airflow, Data Migration, Data Processing, Data Warehousing, Data Integration, Google Cloud Platform, Metadata Management, Data Lakes, Cloud Storage, Big Data, Data Transformation, Automation, SQL

    Beginner · Course · 1 - 3 Months

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

  • Serverless Data Processing with Dataflow: Pipelines - 日本語版: Google Cloud
  • How to Build a BI Dashboard Using Google Data Studio and BigQuery: Google Cloud
  • Build an End-to-End Data Capture Pipeline using Document AI: Google Cloud
  • Use Java APIs to sort and search a collection of data: Coursera
  • Gemini for Data Scientists and Analysts - 日本語版: Google Cloud
  • Microsoft Excel: Microsoft
  • Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud: Google Cloud
  • Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro: Google Cloud
  • Creating a Business Value with Data and Looker 日本語版: Google Cloud
  • Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud: Google Cloud

Skills you can learn in Machine Learning

Python Programming (33)
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Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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