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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


  • J

    Johns Hopkins University

    Publishing Visualizations in R with Shiny and flexdashboard

    Skills you'll gain: Shiny (R Package), Dashboard, Ggplot2, Interactive Data Visualization, Data Visualization Software, Data Presentation, Application Development, Data Sharing, UI Components, Application Deployment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    72 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Build your first Machine Learning Pipeline using Dataiku

    Skills you'll gain: Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply SketchUp to Build 3D House Models from 2D Plans

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, Architectural Drawing, 3D Modeling, 3D Assets, Visualization (Computer Graphics), UI Components, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Applied Agentic AI Pipelines with LangChain

    Skills you'll gain: Data Transformation, Large Language Modeling, Data Preprocessing, Generative AI, Workflow Management, Artificial Intelligence, Responsible AI, Embeddings, Context Management, Automation, Metadata Management, JSON

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Measuring and Analyzing Process Performance Training

    Skills you'll gain: Process Capability, Lean Six Sigma, Root Cause Analysis, Process Mapping, Process Analysis, Performance Measurement, Statistical Methods, Statistical Process Controls, Descriptive Statistics, Process Improvement, Performance Analysis, Statistical Analysis, Data Analysis, Failure Mode And Effects Analysis, Risk Analysis, Systems Of Measurement, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Preventative Care, Health Informatics, Statistical Modeling, Sample Size Determination, Statistical Inference, Regression Analysis, Precision Medicine, Supervised Learning, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Implement Splunk Authentication Controls

    Skills you'll gain: Authentications, Role-Based Access Control (RBAC), Splunk, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Identity and Access Management, Lightweight Directory Access Protocols, Authorization (Computing), Security Controls, Data Access, User Accounts, Scripting, Proxy Servers

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Implementing Secure VCenter Clusters and VM Protection

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, VMware ESX Servers, vCenter Server, Virtual Machines, Virtualization, Infrastructure Security, Hardening, Role-Based Access Control (RBAC), Data Storage, Identity and Access Management, Windows PowerShell, Encryption, Computer Networking

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Getting started with Google Workspace

    Skills you'll gain: Google Docs, Gmail, Google Sheets, Google Workspace, Presentations, Calendar Management, Spreadsheet Software, File Management, Excel Formulas, Email Security, Collaborative Software, Data Visualization, Productivity Software, Data Validation, Document Management, Setting Appointments, Meeting Facilitation, Sales Presentations, Data Analysis Expressions (DAX), Version Control

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • F

    Fred Hutchinson Cancer Center

    Developing AI Policy

    Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Stakeholder Engagement, Intellectual Property, Compliance Management, Artificial Intelligence, Law, Regulation, and Compliance, Governance, Generative AI, Education and Training, Data Science

    4.2
    Rating, 4.2 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Apply Project Finance Methods and Functions

    Skills you'll gain: Project Finance, Financial Modeling, Risk Analysis, Loans, Financial Analysis, Financial Forecasting, Excel Formulas, Project Risk Management, Cost Benefit Analysis, Revenue Forecasting, Risk Management, Due Diligence, Microsoft Excel, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build an iOS Stock Trading App with Swift & Charts

    Skills you'll gain: Portfolio Management, Financial Trading, Data Visualization Software, Dataflow, UI Components

    Intermediate · Course · 1 - 4 Weeks

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

  • Publishing Visualizations in R with Shiny and flexdashboard: Johns Hopkins University
  • Build your first Machine Learning Pipeline using Dataiku : Coursera
  • Apply SketchUp to Build 3D House Models from 2D Plans: EDUCBA
  • Applied Agentic AI Pipelines with LangChain: Edureka
  • Measuring and Analyzing Process Performance Training : Simplilearn
  • Population Health: Predictive Analytics: Universiteit Leiden
  • Analyze and Implement Splunk Authentication Controls: EDUCBA
  • Implementing Secure VCenter Clusters and VM Protection: EDUCBA
  • Getting started with Google Workspace: Google Cloud
  • Developing AI Policy: Fred Hutchinson Cancer Center

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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