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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.


More to explore:

Popular Data Mining Courses and Certifications


  • Status: Free Trial
    Free Trial
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    Howard University

    Capstone: Data Science Problem in Linear Algebra Framework

    Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, Statistical Programming, Tableau Software, Data Cleansing, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Extract, Transform, Load, Apache Kafka, Performance Tuning, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, SQL

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    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

    Working with Onscreen Data in a Flutter Application

    Skills you'll gain: Flutter (Software), Mobile Development, Cross Platform Development, Apple iOS, Android Development, UI Components, Web Development Tools

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Serverless Data Processing Dataflow em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Serverless Computing, Identity and Access Management, Cloud Security, Real Time Data, Data Infrastructure, Debugging, Data Processing, Google Cloud Platform, Site Reliability Engineering, Data Integrity, CI/CD, Data Integration, Performance Tuning, Extract, Transform, Load, Cloud Storage, Event Monitoring, Data Transformation

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    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
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    29 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
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    Coursera

    Back-End Infrastructure: Servers, Secure APIs and Data

    Skills you'll gain: API Design, Back-End Web Development, Secure Coding, Data Security, Application Programming Interface (API), Restful API, IT Infrastructure, Application Security, Infrastructure Security, Data Integrity, Servers, Cloud Security, Server Administration, Web Servers, Encryption, Authentications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Complete SAS Guide - Learn SAS and Become a Data Ninja

    Skills you'll gain: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Regression Analysis, R (Software), Data Analysis, Pandas (Python Package), Excel Macros, Statistical Hypothesis Testing, Software Installation, Data Cleansing, System Configuration

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Analyzing and Visualizing Data in Looker 日本語版

    Skills you'll gain: Looker (Software), Dashboard, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Data Sharing, Data Presentation, Data-Driven Decision-Making, Exploratory Data Analysis, Data Import/Export, Data Manipulation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    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

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

  • Capstone: Data Science Problem in Linear Algebra Framework: Howard University
  • Data Analytics and Visualization with Tableau and more: Packt
  • Snowflake - Build and Architect Data Pipelines Using AWS: Packt
  • Copilot for Beginners: Sales Data Analysis in Excel: Coursera
  • Working with Onscreen Data in a Flutter Application: Google Cloud
  • Serverless Data Processing Dataflow em Português Brasileiro: Google Cloud
  • Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate: Whizlabs
  • Back-End Infrastructure: Servers, Secure APIs and Data: Coursera
  • Complete SAS Guide - Learn SAS and Become a Data Ninja: Packt
  • Satellite Remote Sensing Data Bootcamp With Opensource Tools: 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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