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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
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Professional Success Skills

    Skills you'll gain: Creative Thinking, Creativity, Data Presentation, Business Ethics, Business Analytics, Ideation, Data Literacy, Creative Problem-Solving, Leadership and Management, Business Analysis, Business Leadership, Brainstorming, Business Strategy, Organizational Leadership, Ethical Standards And Conduct, Decision Making, Emotional Intelligence, Cultural Sensitivity, Cultural Diversity, Brand Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    475 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Harness Earth Engine

    Skills you'll gain: Environmental Monitoring, Geospatial Information and Technology, Scientific Visualization, Geospatial Mapping, Data Visualization, Spatial Data Analysis, Geographic Information Systems, Data Presentation, Process Development, Environmental Science, Image Analysis, Environment, Data Manipulation, Time Series Analysis and Forecasting, Technical Communication, Data Analysis, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    SIEM Splunk Hands-On Guide

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Cybersecurity, Interactive Data Visualization, Security Management, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    499 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Understanding Prostate Cancer

    Skills you'll gain: Patient Education and Support, Radiation Therapy, Diagnostic Tests, Oncology, Pain Management, Preventative Care, Patient Evaluation, Endocrinology, Pathology, Urology, Patient Treatment, Treatment Planning, Biology, Surgery, Care Management, Risk Analysis, Pharmacotherapy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    763 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Machine Learning Methods, Ethical Standards And Conduct, Model Evaluation, Bayesian Statistics, Artificial Neural Networks

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    ConsenSys Academy

    Blockchain: Foundations and Use Cases

    Skills you'll gain: Blockchain, Cryptography, Interoperability, Cryptographic Protocols, Encryption, Public Key Cryptography Standards (PKCS), FinTech, Emerging Technologies, Ledgers (Accounting), Distributed Computing, Case Studies, Digital Assets, Data Integrity, Transaction Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    846 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    The Fundamentals of Revenue Management: The Cornerstone of Revenue Strategy

    Skills you'll gain: Revenue Management, Hospitality Management, Forecasting, Budgeting, Hotels and Accommodations, Hospitality, Financial Forecasting, Hotel Operations, Revenue Forecasting, Target Market, Booking (Sales), Market Dynamics, Consumer Behaviour, Digital Transformation, Customer Acquisition Management, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Predictive Modeling, Model Optimization, Model Training, Interactive Data Visualization, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Evaluating and Debugging Generative AI

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, LLM Application, Jupyter, AI Workflows, Model Training, Software Versioning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    SketchUp: how to start modelling simple 3D objects

    Skills you'll gain: 3D Modeling, SketchUp (3D Modeling Software), Computer Graphics, Visualization (Computer Graphics), Design Software, Product Design, Graphic Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    373 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Hot New Release
    Hot New Release
    H

    Harvard Business Review

    Strengthen Your Business Savvy

    Skills you'll gain: Budget Management, Financial Statements, Business Planning, Generative AI, Strategic Thinking, Business Acumen, Financial Statement Analysis, Critical Thinking, Plan Execution, Financial Acumen, Prompt Engineering, Strategic Decision-Making, Financial Management, Budgeting, Business Leadership, Responsible AI, Strategic Leadership, Data-Driven Decision-Making, Business Modeling, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python Programming Fundamentals

    Skills you'll gain: Debugging, Code Reusability, Algorithms, Microsoft Visual Studio, Problem Solving, Computer Programming Tools, Computational Logic, Python Programming, Software Development, Data Analysis, Scripting Languages

    4
    Rating, 4 out of 5 stars
    ·
    76 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Professional Success Skills: University of Illinois Urbana-Champaign
  • Harness Earth Engine: Coursera
  • SIEM Splunk Hands-On Guide: EDUCBA
  • Understanding Prostate Cancer: Johns Hopkins University
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Blockchain: Foundations and Use Cases: ConsenSys Academy
  • The Fundamentals of Revenue Management: The Cornerstone of Revenue Strategy: ESSEC Business School
  • Advanced Machine Learning and Deep Learning: Packt
  • Evaluating and Debugging Generative AI: DeepLearning.AI
  • SketchUp: how to start modelling simple 3D objects: 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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