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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


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    Preview
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    Google Cloud

    Serverless Data Processing with Dataflow: Pipelines - 日本語版

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

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Real Time Data, Cloud Computing, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    342 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Using OpenTSDB to Monitor Time-Series Data on Cloud Platform

    Skills you'll gain: Kubernetes, Google Cloud Platform, Containerization, Time Series Analysis and Forecasting, Cloud Platforms, Data Store

    Intermediate · Project · Less Than 2 Hours

  • Status: Free
    Free
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    Google Cloud

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

    Skills you'll gain: Blockchain, Google Cloud Platform, Web Applications, Web Development Tools, OAuth

    Intermediate · 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

    Intermediate · Guided Project · Less Than 2 Hours

  • 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

  • G

    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, Cloud Storage, Serverless Computing, Business Process

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam en Español

    Skills you'll gain: Data Processing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Data Warehousing, MLOps (Machine Learning Operations), Data Visualization, Model Deployment, Data Quality, Cloud Engineering, Scalability, Data Storage, Cloud Security, Machine Learning, SQL

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Foundations - 日本語版

    Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Infrastructure, Data Processing, Cloud Security, Apache Hadoop, Google Cloud Platform, Containerization, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Kubernetes, Containerization, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Virtual Networking, Cloud Computing, Application Development, Generative AI Agents, Data Storage Technologies, Cloud Computing Architecture, Network Infrastructure, Serverless Computing, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49K reviews

    Beginner · Course · 1 - 3 Months

  • 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, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

  • 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, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation

    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
  • Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud: University of Illinois Urbana-Champaign
  • Using OpenTSDB to Monitor Time-Series Data on Cloud Platform: Google Cloud
  • Building Fitness-Driven dApps: Streaming Google Fit Data with W3bstream: Google Cloud
  • Use Java APIs to sort and search a collection of data: Coursera
  • 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
  • Preparing for the Google Cloud Professional Data Engineer Exam en Español: Google Cloud
  • Serverless Data Processing with Dataflow: Foundations - 日本語版: Google Cloud
  • Google Cloud Fundamentals: Core Infrastructure: 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)
Algebra (10)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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