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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

    Visualizing Data with Google Data Studio

    Skills you'll gain: Data Visualization Software, Data Visualization, Dashboard, Interactive Data Visualization, SQL Server Reporting Services, Google Cloud Platform, Big Data

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Trace and Fix Data Anomalies

    Skills you'll gain: Data Quality, Extract, Transform, Load, Anomaly Detection, Data Pipelines, Data Validation, Data Integrity, Dependency Analysis, Data Transformation, Data Processing, Dashboard, Incident Response, SQL

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Provision Secure Cloud Data Infrastructure

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Security, Data Integrity, Data Infrastructure, Cloud Infrastructure, Data Management, Data Security, Infrastructure Security, Encryption, Private Cloud, Security Controls, Network Security, Cloud Storage, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

  • P

    PwC

    Data Visualization with Advanced Excel

    Skills you'll gain: Data Visualization, Data Presentation, Dashboard, Data Storytelling, Data Visualization Software, Microsoft Excel, Spreadsheet Software, Excel Formulas, Graphing, Pivot Tables And Charts, Data Modeling, Databases, Data Analysis, Simulation and Simulation Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Scale Data Warehouses Cost-Effectively

    Skills you'll gain: Data Architecture, Cloud Computing Architecture, Extract, Transform, Load, Cost Control, Cost Reduction, Expense Management, Cost Management, Data Storage, Data Manipulation, Descriptive Analytics, Data Analysis

    Advanced · Course · 1 - 4 Weeks

  • D

    Duke University

    Managing Big Data with MySQL

    Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Data Modeling, Databases, Business Intelligence, Big Data, Business Analysis, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.1K reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    IBM Data Analyst Capstone Project

    Skills you'll gain: Dashboard, Exploratory Data Analysis, IBM Cognos Analytics, Statistical Analysis, Data Visualization, Data Wrangling, Data Analysis, Data Presentation, Data Cleansing, Interactive Data Visualization, Data Manipulation, Data Collection, Web Scraping, Data Storytelling, Pandas (Python Package), Scatter Plots, Matplotlib

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.3K reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Data Modelling Essentials

    Skills you'll gain: Data Modeling, Power BI, Data Manipulation, Data Literacy, Database Design, Data Transformation, Data Integration, Star Schema, Data Cleansing, Relationship Building

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Big Data Management and Optimization

    Skills you'll gain: Security Controls, Scalability, Data Governance, Cloud Management, Data Management, Performance Tuning, Microsoft Azure, Disaster Recovery, Data Security, Big Data, Enterprise Architecture, System Monitoring, Identity and Access Management, Encryption

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Market Basket Data Using R

    Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Predictive Analytics, Customer Analysis, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Wrangling, Data Transformation, Data Manipulation, Interactive Data Visualization, Statistical Visualization, Consumer Behaviour, Performance Tuning, Cross Selling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Performance Engineering for Data Systems

    Skills you'll gain: Database Design, Performance Tuning, Data Warehousing, Apache Spark, Data Architecture, SQL, Query Languages, Data Transformation, Disaster Recovery, Database Management, PySpark, Infrastructure as Code (IaC), Cloud Computing Architecture, Distributed Computing, Scalability, Data Pipelines, Performance Analysis, Root Cause Analysis, Cost Management, Resource Management

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Build Data Lakes and Data Warehouses on Google Cloud

    Skills you'll gain: Data Lakes, Data Warehousing, Data Architecture, Data Governance, Data Infrastructure, Google Cloud Platform, Metadata Management, Cloud Storage, Data Storage, Data Management, Data Integration, Data Storage Technologies, Big Data, Advanced Analytics, Operational Databases, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.9K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Visualizing Data with Google Data Studio: Google Cloud
  • Trace and Fix Data Anomalies: Coursera
  • Provision Secure Cloud Data Infrastructure: Coursera
  • Data Visualization with Advanced Excel: PwC
  • Scale Data Warehouses Cost-Effectively: Coursera
  • Managing Big Data with MySQL: Duke University
  • IBM Data Analyst Capstone Project: IBM
  • Data Modelling Essentials: Packt
  • Big Data Management and Optimization: Microsoft
  • Analyze Market Basket Data Using R: EDUCBA

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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