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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


  • C

    Coursera

    Processing IoT Hub data streams with Azure Stream Analytics

    Skills you'll gain: Microsoft Azure, Internet Of Things, Real Time Data, Data Storage, Query Languages, Peripheral Devices

    4.5
    Rating, 4.5 out of 5 stars
    ·
    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    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, Graph Theory, Data Transformation, Development Environment, Distributed Computing, Build Tools, Regression Analysis, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs

    Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Apache Spark, Database Management, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    125 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Python - Complete Python, Django, Data Science and ML Guide

    Skills you'll gain: Predictive Modeling, Django (Web Framework), Data Visualization, Statistical Modeling, Feature Engineering, Application Programming Interface (API), Programming Principles, Relational Databases, Databases, Development Environment, Data Science, Data Cleansing, Animation and Game Design, Authorization (Computing), Scripting Languages, Integrated Development Environments, Software Development Tools, Style Guides, Software Design

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Preparing and Aggregating Data for Visualizations using Cloud Dataprep

    Skills you'll gain: Data Visualization Software, Data Wrangling, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Extract, Transform, Load, Data Analysis, Sampling (Statistics), Course Development

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Building Batch Data Pipelines on Google Cloud - 한국어

    Skills you'll gain: Dataflow, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Processing, Google Cloud Platform, Serverless Computing, Big Data, Apache Spark, Apache Hadoop, Cloud Storage, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Real-Time Big Data Access using HBase: Boosting Performance

    Skills you'll gain: NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Français

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

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Building Batch Data Pipelines on GCP em Português Brasileiro

    Skills you'll gain: Data Pipelines, Dataflow, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Processing, Data Transformation, Serverless Computing, Big Data, Apache Spark, Apache Hadoop, Cloud Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Unstructured Data, Data Lakes, MLOps (Machine Learning Operations), Big Data, Data Processing, Cloud Engineering, Tensorflow, Systems Design, Data Warehousing, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Extract, Transform, Load, Data Visualization, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    296 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Migrating an application and data from Apache Cassandra™ to DataStax Enterprise

    Skills you'll gain: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Database Application, Application Deployment, Data Import/Export

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Customer Insights, Analytics, Large Language Modeling, Business Intelligence, Predictive Analytics, Forecasting

    Beginner · Course · 1 - 4 Weeks

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

  • Processing IoT Hub data streams with Azure Stream Analytics: Coursera
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
  • Python - Complete Python, Django, Data Science and ML Guide: Packt
  • Preparing and Aggregating Data for Visualizations using Cloud Dataprep: Google Cloud
  • Building Batch Data Pipelines on Google Cloud - 한국어: Google Cloud
  • Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest
  • Introduction to Data Engineering on Google Cloud - Français: Google Cloud
  • Building Batch Data Pipelines on GCP em Português Brasileiro: Google Cloud
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: 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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