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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: New
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    Packt

    Designing Intelligent Web Solutions with AI

    Skills you'll gain: AI Personalization, GitHub Copilot, AI Integrations, Experience Design, Web Design and Development, User Experience Design, Human Computer Interaction, Software Architecture, User Interface and User Experience (UI/UX) Design, Artificial Intelligence and Machine Learning (AI/ML), Web Design, Artificial Intelligence, Software Testing, AI Security, Web Development, Web Applications, Design, Agentic systems, Software Development Tools, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Financial Statement Analysis for Analysts

    Skills you'll gain: Financial Reporting, Financial Statement Analysis, Financial Accounting, Financial Statements, Inventory Accounting, Technical Accounting, Financial Analysis, Depreciation, Corporate Accounting, Generally Accepted Accounting Principles (GAAP), Income Statement, Balance Sheet, International Finance, Fixed Asset, Compensation Analysis, Corporate Finance, Finance, Project Finance, Data Analysis, Entrepreneurial Finance

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Coursera

    AI-Enhanced Content Creation:Elevate Copywriting with Humata

    Skills you'll gain: Prompt Engineering, Target Audience, AI Personalization, Prompt Engineering Tools, Blogs, Marketing Psychology, Personalized Campaigns, Marketing Automation, Online Advertising, Copywriting, Advertising, Marketing Materials, Advertising Campaigns, Generative AI, Content Creation, Facebook, Marketing, Social Media Content

    4.1
    Rating, 4.1 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Data Preprocessing, Model Optimization

    4.5
    Rating, 4.5 out of 5 stars
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    391 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Kennesaw State University

    Six Sigma Advanced Define and Measure Phases

    Skills you'll gain: Process Capability, Team Management, Team Performance Management, Statistical Process Controls, Team Building, Exploratory Data Analysis, Six Sigma Methodology, Probability & Statistics, Probability Distribution, Statistical Methods, Process Analysis, Data Literacy, Process Flow Diagrams, Statistical Analysis, Lean Six Sigma, Process Mapping, Correlation Analysis, Data Collection, Performance Measurement, Process Improvement and Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    KodeKloud

    Infrastructure Automation (IaC) - Hands-On

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Ansible, Amazon CloudWatch, IT Automation, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Infrastructure, DevOps, Amazon Web Services, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Application Deployment, YAML, System Monitoring, Identity and Access Management, Continuous Monitoring, Amazon DynamoDB, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Building Scalable Java Microservices with Spring Boot and Spring Cloud

    Skills you'll gain: Microservices, Google Cloud Platform, Cloud Applications, Spring Framework, Cloud Development, Spring Boot, Database Management, Cloud Deployment, Cloud-Native Computing, Databases, Database Development, Database Systems, Software Architecture, Application Frameworks, Application Performance Management, Service Oriented Architecture, Application Deployment, Configuration Management

    4.3
    Rating, 4.3 out of 5 stars
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    1.4K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Contract Managers: Automating CLM

    Skills you'll gain: Contract Management, Performance Analysis, Legal Technology, Contract Review, Generative AI, Contract Compliance, Analysis, Workflow Management, Compliance Management, Document Management, Business Process Automation, AI Integrations, Vendor Management, Automation, Process Optimization, Continuous Improvement Process, Operational Efficiency

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    LearnKartS

    Master Modern JavaScript Development

    Skills you'll gain: Ajax, Javascript, Object Oriented Programming (OOP), JavaScript Frameworks, Frontend Integration, Application Programming Interface (API), JSON, Front-End Web Development, Web Development, Full-Stack Web Development, Web Applications, Frontend Performance, Web Development Tools, Object Oriented Design, Application Development, Build Tools, Program Development, Code Reusability, Debugging, Development Environment

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Literacy, Data Architecture, AI literacy, Analytical Skills, Business Analysis, Cloud Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Designing Intelligent Web Solutions with AI: Packt
  • Financial Statement Analysis for Analysts: EDUCBA
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • AI-Enhanced Content Creation:Elevate Copywriting with Humata: Coursera
  • Microsoft AI & ML Engineering: Microsoft
  • Introduction to Deep Learning: University of Colorado Boulder
  • Six Sigma Advanced Define and Measure Phases: Kennesaw State University
  • Infrastructure Automation (IaC) - Hands-On: KodeKloud
  • Building Scalable Java Microservices with Spring Boot and Spring Cloud: Google Cloud
  • GenAI for Contract Managers: Automating CLM: Coursera

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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