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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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    U

    University of Arizona

    Customer-Focused Entrepreneurship: Insights & Recovery

    Skills you'll gain: Active Listening, Surveys, Customer Relationship Building, Team Oriented, Customer Insights, Team Collaboration, User Feedback, Team Building, Customer Service, Customer experience improvement, Customer Analysis, Customer Engagement, Customer Retention, Data-Driven Decision-Making, Customer experience strategy (CX), Relationship Management, Drive Engagement, Analysis, Entrepreneurship, Business Strategy

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Google Cloud

    Google Workspace 问题排查

    Skills you'll gain: Google Workspace, Technical Communication, Technical Support, Gmail, Issue Tracking, Technical Support and Services, Problem Management, Identity and Access Management, Email Security, Systems Administration, File Management, Data Sharing, Data Access, Cloud Storage

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    H

    Hebrew University of Jerusalem

    Synapses, Neurons and Brains

    Skills you'll gain: Sensory Systems Analysis, Electrophysiology, Artificial Neural Networks, Life Sciences, Neurology, Cell Biology, Physiology, Psychology, Network Model, Network Analysis, Simulations, Anatomy, Healthcare Ethics, Simulation and Simulation Software, Mathematical Modeling, Biology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Journey Optimization and Automation

    Skills you'll gain: AI Personalization, Data Storytelling, Conversion Funnel Analysis, Data Presentation, Power BI, Upselling, Marketing Automation, Dashboard, Dashboard Creation, Personalized Campaigns, Sales Pipelines, Microsoft Copilot, Journey Mapping, Lead Generation, Management Reporting, Business Process Automation, Performance Reporting, Return On Investment, Customer Analysis, Prospecting and Qualification

    Beginner · Course · 1 - 3 Months

  • Status: New
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    W

    Whizlabs

    Microsoft Defender XDR for Security Analysts

    Skills you'll gain: Endpoint Detection and Response, Incident Response, Incident Management, Computer Security Incident Management, Threat Detection, Cyber Threat Hunting, Event Monitoring, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Threat Management, Continuous Monitoring, Security Architecture Review, Data Loss Prevention

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    G

    Google

    Configuration Management and the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Cloud Computing, Cloud Infrastructure, Virtual Machines, Cloud Deployment, Software As A Service, Change Control, Terraform, System Monitoring, Incident Management, Configuration Management, IT Automation, Incident Response, Cloud Storage, Continuous Monitoring, Disaster Recovery

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    A

    Adobe

    Adobe Acrobat for Business Professionals

    Skills you'll gain: Adobe Acrobat, AI literacy, Document Management, Workflow Management, Web Content Accessibility Guidelines, Business Process, Collaborative Software, Productivity Software, Data Loss Prevention, Security Controls, Microsoft Word, AI powered creativity, Technical Documentation, Data Security, File Management, Collaboration, AI Enablement, Project Documentation, AI Workflows, Prompt Patterns

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    HRCI

    HRCI Professional in Human Resources

    Skills you'll gain: Succession Planning, Human Resources, Compensation Analysis, Human Resource Strategy, Human Resources Management and Planning, Workforce Planning, Governance, Human Resource Management, Benefits Administration, Compensation Management, Compensation Strategy, Workplace inclusivity, Job Evaluation, Talent Recruitment, Talent Acquisition, Human Capital, Human Resource Policies, Human Resources Information System (HRIS), Business Management, Risk Mitigation

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    M

    Meta

    Introduction to Databases for Back-End Development

    Skills you'll gain: Back-End Web Development, Relational Databases, Database Management Systems, Database Management, Database Theory, SQL, Database Design, Databases, Database Administration, MySQL, Data Store, NoSQL, Query Languages, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
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    687 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), Performance Tuning, Prompt Patterns, OpenAI API

    4.4
    Rating, 4.4 out of 5 stars
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    340 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    E

    EDUCBA

    MS Project for Planning and Performance Analysis

    Skills you'll gain: Microsoft Project, Project Schedules, Project Performance, Resource Allocation, Project Management Software, Management Reporting, Project Controls, Calendar Management, Milestones (Project Management), Resource Management, Resource Planning, Scheduling, Earned Value Management, Project Planning, Performance Metric, Workflow Management, Performance Analysis, Project Management, Performance Reporting, Process Optimization

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Observability & Metrics

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Azure DevOps Pipelines, DevOps, Grafana, Application Performance Management, CI/CD, Continuous Deployment, Performance Testing, DevSecOps, Event Monitoring, Test Tools, Solution Architecture, Operational Excellence, Dashboard Creation, Dashboard, Test Case, Performance Metric, Root Cause Analysis, Problem Management

    Advanced · Course · 1 - 3 Months

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

  • Customer-Focused Entrepreneurship: Insights & Recovery: University of Arizona
  • Google Workspace 问题排查: Google Cloud
  • Synapses, Neurons and Brains: Hebrew University of Jerusalem
  • Journey Optimization and Automation: Microsoft
  • Microsoft Defender XDR for Security Analysts: Whizlabs
  • Configuration Management and the Cloud: Google
  • Adobe Acrobat for Business Professionals: Adobe
  • HRCI Professional in Human Resources: HRCI
  • Introduction to Databases for Back-End Development: Meta
  • Large Language Model Operations (LLMOps): Duke University

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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