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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

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Applied Machine Learning, Bayesian Network, R (Software), R Programming, Social Network Analysis, Statistical Methods, Simulations, Network Model, Statistical Analysis, Probability & Statistics, Statistical Programming, Probability Distribution, Sampling (Statistics), Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Learn Tableau by Working on Exciting Dashboards

    Skills you'll gain: Data Presentation, Data Storytelling, Tableau Software, Dashboard, Interactive Data Visualization, Dashboard Creation, Data Visualization Software, Spreadsheet Software, Key Performance Indicators (KPIs), Trend Analysis, Portfolio Management, Performance Analysis, Investment Management, Financial Data

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Planning & Control with Oracle Primavera PPM Professional

    Skills you'll gain: Earned Value Management, Project Controls, Project Planning, Coordinating, Project Performance, Enterprise Application Management, Project Management Software, Cost Management, Project Portfolio Management, Performance Metric, Budget Management, Performance Reporting, Expense Management, Process Improvement and Optimization, Organizational Skills, Report Writing, Administration, Dependency Analysis, Data Visualization, Data Import/Export

    ★ 4.8 (123) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • I

    Insper

    Introdução ao Marketing Analítico

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Effectiveness, Analytical Skills, Data Analysis, Data Collection, Marketing, Analytics, Quantitative Research, Market Research, Target Market, Customer Insights, Data-Driven Decision-Making, Statistical Methods, Business Research, Consumer Behaviour, Business Metrics, Branding, Statistical Analysis, Brand Strategy

    ★ 4.7 (802) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    ISC2

    Network Security

    Skills you'll gain: Network Security, Cybersecurity, Cyber Attacks, IT Security Architecture, Infrastructure Security, Threat Detection, Computer Networking, Data Centers, General Networking, Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Threat Management, Cloud Services, Data Security, Network Planning And Design, Firewall, Cloud Security, OSI Models, Network Protocols, Network Model

    ★ 4.7 (256) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Data Preprocessing, AI literacy, Business Intelligence, Data Quality, Analytics, Data Analysis, Business Ethics, Business Analytics, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    ★ 4.7 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    GenAI for Performance Management

    Skills you'll gain: Team Performance Management, Performance Management, Smart Goals, Employee Performance Management, Performance Review, Management Training And Development, Performance Appraisal, People Development, Goal Setting, Performance Analysis, Performance Measurement, AI Personalization, HR Tech, Workforce Development, Employee Engagement, Constructive Feedback, Driving engagement, Key Performance Indicators (KPIs), Coaching, Analytics

    ★ 3.8 (11) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Advanced Survey Design & Statistical Analysis

    Skills you'll gain: Rmarkdown, Knitr, Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Market Research, Regression Analysis, Predictive Modeling, Quantitative Research, Data Analysis, Statistical Analysis, Key Performance Indicators (KPIs), R Programming, Excel Formulas, Business Intelligence, Data Visualization, Performance Metric

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • K

    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft PowerPoint, Productivity Software, Risking, Workflow Management, Generative AI Agents, Agentic Workflows, AI powered creativity, Content Development and Management, Document Management, Generative AI, Ethical Standards And Conduct, AI literacy, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Productivity, Business Communication

    ★ 4.5 (105) · Beginner · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Data Ethics, AI Enablement, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, AI Security, Data Quality, AI Integrations, Predictive Modeling, Customer Relationship Management (CRM) Software, Data Management, Customer Relationship Management, Business Ethics, Personalized Service, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Learning Deep Learning

    Skills you'll gain: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Model Optimization, Tensorflow, LLM Application, Transfer Learning, Computer Vision, Responsible AI, Generative Model Architectures, Model Training, Natural Language Processing, Embeddings, Generative AI, Artificial Neural Networks

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    مهارات برنامج Excel للعمل: المبادئ الأساسية

    Skills you'll gain: Data Visualization, Microsoft Excel, Data Management, Spreadsheet Software, Excel Formulas, Productivity Software

    ★ 4.7 (273) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular data mining courses

  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Learn Tableau by Working on Exciting Dashboards: Packt
  • Planning & Control with Oracle Primavera PPM Professional: Packt
  • Introdução ao Marketing Analítico: Insper
  • Network Security: ISC2
  • Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
  • GenAI for Performance Management: Coursera
  • Advanced Survey Design & Statistical Analysis: Coursera
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators
  • Salesforce Certified AI Associate Certification: Packt

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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