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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


  • Status: Free Trial
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    Coursera

    Using Basic Formulas and Functions in Microsoft Excel

    Skills you'll gain: Excel Formulas, Spreadsheet Software, Microsoft Excel, Microsoft Office, Microsoft 365, Data Analysis, Gross Profit, Document Management, Business Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    2.6K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Google

    Using Python to Interact with the Operating System

    Skills you'll gain: Bash (Scripting Language), Test Automation, Unit Testing, Development Testing, Test Script Development, Scripting, Unix Shell, Software Testing, Shell Script, File I/O, Linux Commands, Test Driven Development (TDD), Unix Commands, Scripting Languages, Development Environment, Operating Systems, Linux, Command-Line Interface, File Management, OS Process Management

    4.7
    Rating, 4.7 out of 5 stars
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    6.7K reviews

    Beginner · Course · 1 - 3 Months

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    Macquarie University

    Excel for Business with AI: Intermediate

    Skills you'll gain: People Analytics, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Transformation, Dashboard, Data Validation, Spreadsheet Software, Business Reporting, Data Wrangling, Data Cleansing, Business Analytics, Data Analysis, Exploratory Data Analysis, Microsoft Copilot, Artificial Intelligence, Data Visualization, Data Visualization Software, Generative AI, Automation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Simplilearn

    AI & Deep Learning Concepts and Applications

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Machine Learning, Applied Machine Learning, AI literacy, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Model Training, Digital Transformation

    4.1
    Rating, 4.1 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Email Marketing Foundations

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Marketing Automation, Marketing Operations, Copywriting, A/B Testing, Information Privacy, Campaign Management, Data-Driven Decision-Making, Email Security, Target Audience, Conversion Funnel Analysis, Content Optimization, HubSpot CRM, General Data Protection Regulation (GDPR), Customer Data Management, Content Performance Analysis, Email Automation, Compliance Management, Marketing Analytics

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    AI Foundations and Secure AI Fundamentals

    Skills you'll gain: AI Security, Retrieval-Augmented Generation, Prompt Engineering, Model Training, Generative AI, Large Language Modeling, Model Optimization, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Governance, Prompt Patterns, Machine Learning Methods, Generative Model Architectures, Model Evaluation, Model Deployment, Data Processing, Deep Learning, Data Security, Machine Learning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    MathWorks

    Introduction to Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Scenario and Root Cause Analysis with Generative AI

    Skills you'll gain: Root Cause Analysis, Risk Modeling, Risk Analysis, Strategic Decision-Making, Analysis, Generative AI, Strategic Thinking, AI Workflows, Risk Management, Data-Driven Decision-Making, Risk Mitigation, Decision Support Systems, Analytical Skills, Correlation Analysis, Anomaly Detection, Responsible AI, Strategic Planning, Scenario Testing, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Getting Started with Rstudio

    Skills you'll gain: Interactive Data Visualization, Plot (Graphics), R (Software), Hypertext Markup Language (HTML), Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development

    4.6
    Rating, 4.6 out of 5 stars
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    146 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    John Wiley & Sons

    Information Systems Foundations for Business

    Skills you'll gain: Information Management, Cybersecurity, Data Management, Information Systems, Security Awareness, Database Management, Management Information Systems, Relational Databases, Data Warehousing, Information Technology, Data Governance, Risk Management, Big Data, Business Strategy, Information Privacy, Digital Transformation, Business Analysis, Business Process, Business Process Management, Decision Making

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Packt

    Advanced Techniques and Security in .NET 8 Applications

    Skills you'll gain: Secure Coding, Unit Testing, Cryptography, Performance Testing, LLM Application, Encryption, Authentications, Application Security, Authorization (Computing), Test Driven Development (TDD), Test Tools, Test Automation, Large Language Modeling, ASP.NET, .NET Framework, C# (Programming Language), Application Deployment, Object Oriented Design, General Data Protection Regulation (GDPR), Cloud Platforms

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Amazon Web Services

    Amazon Bedrock - Getting Started with Generative AI

    Skills you'll gain: Amazon Bedrock, Generative AI, Generative Model Architectures, Amazon Web Services, Large Language Modeling, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    214 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Using Basic Formulas and Functions in Microsoft Excel: Coursera
  • Using Python to Interact with the Operating System: Google
  • Excel for Business with AI: Intermediate: Macquarie University
  • AI & Deep Learning Concepts and Applications: Simplilearn
  • Email Marketing Foundations: Coursera
  • AI Foundations and Secure AI Fundamentals: Packt
  • Introduction to Deep Learning for Computer Vision: MathWorks
  • Scenario and Root Cause Analysis with Generative AI: Microsoft
  • Getting Started with Rstudio: Coursera
  • Information Systems Foundations for Business: John Wiley & Sons

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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