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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


  • G

    Google Cloud

    Preparing for Professional Data Engineer Journey - Português

    Skills you'll gain: Data Pipelines, Data Processing, Google Cloud Platform, Data Warehousing, Data Maintenance, Data Storage, Cloud Engineering, Data Analysis, Data Architecture, Data Preprocessing, Automation, Data Security

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Copilot for Beginners: Sales Data Analysis in Excel

    Skills you'll gain: Microsoft Copilot, Microsoft Excel, Data Cleansing, Data Visualization Software, Spreadsheet Software, Trend Analysis, Forecasting, Data Manipulation, Sales, Data Analysis, Artificial Intelligence

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Online Data Migration to BigQuery using Striim

    Skills you'll gain: MySQL, Google Cloud Platform, Data Migration, Database Management, SQL, Big Data, Extract, Transform, Load, Data Pipelines, Data Management, Cloud Deployment

    Beginner · Project · Less Than 2 Hours

  • 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, Model Evaluation, Apache Spark, Database Management, Data Integration, 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

  • U

    University of California San Diego

    Teaching Impacts of Technology: Data Collection, Use, and Privacy

    Skills you'll gain: Big Data, Cybersecurity, Pedagogy, Data Security, Cryptography, Information Privacy, Encryption, Responsible AI, AI Personalization, Computer Science, Information Technology, Web Applications, Web Servers, Machine Learning, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate

    Skills you'll gain: AWS SageMaker, AWS CloudFormation, Amazon S3, Serverless Computing, Amazon DynamoDB, Amazon CloudWatch, Cloud Security, Data Security, Amazon Redshift, AWS Kinesis, Data Integration, Cloud Storage, Amazon Web Services, Data Lakes, Data Storage, Databases, Apache Airflow, Cloud Computing Architecture, Infrastructure as Code (IaC), Virtual Networking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • 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, Development Environment, Distributed Computing, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

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

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Data Lakes, Data Governance, Model Deployment, Apache Kafka, Tensorflow, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Migration, Apache Spark, Data Architecture, Unstructured Data, Extract, Transform, Load, Data Processing, Real Time Data, Big Data, Data Quality

    4.4
    Rating, 4.4 out of 5 stars
    ·
    297 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Data Engineering on Google Cloud - Español

    Skills you'll gain: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Designing Data Storage and Integration Solutions in Azure

    Skills you'll gain: Data Integration, Microsoft Azure, Cloud Storage, Disaster Recovery, Data Architecture, Database Design, Data Infrastructure, Data Storage, Cloud Security, NoSQL, Encryption, Relational Databases, Scalability, Performance Tuning, Database Management, Identity and Access Management

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Connect and Configure Data for your AppSheet App

    Skills you'll gain: Google Sheets, Data Mapping, Data Integration, Database Application, Cloud Applications, No-Code Development, Relational Databases, Google Cloud Platform, Data Management

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Online Data Migration to Cloud Spanner using Striim

    Skills you'll gain: Data Migration, MySQL, Google Cloud Platform, Database Management, Data Pipelines, Data Storage Technologies, Operational Databases, Cloud Management, Data Management

    Intermediate · Project · Less Than 2 Hours

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

  • Preparing for Professional Data Engineer Journey - Português: Google Cloud
  • Copilot for Beginners: Sales Data Analysis in Excel: Coursera
  • Online Data Migration to BigQuery using Striim: Google Cloud
  • Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
  • Teaching Impacts of Technology: Data Collection, Use, and Privacy: University of California San Diego
  • Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate: Whizlabs
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Introduction to Data Engineering on Google Cloud - Español: Google Cloud
  • Designing Data Storage and Integration Solutions in Azure: Packt

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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