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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


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    Coursera

    Analyze Competitors: Product Gaps and Strategic Risks

    Skills you'll gain: Competitive Analysis, Data-Driven Decision-Making, Risk Analysis, Risk Mitigation, Risk Management Framework, Competitive Intelligence, Risk Management, Gap Analysis, Strategic Thinking, Research Reports, Market Analysis, Analysis, Business Strategy, Product Strategy, Benchmarking, Case Studies, Data Visualization, Strategic Prioritization

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Google Cloud へのデータベース移行: 戦略

    Skills you'll gain: Data Migration, Data Strategy, Google Cloud Platform, Dependency Analysis, Technology Roadmaps, Presentations, Database Management, Data-Driven Decision-Making, Cloud Platforms, Databases, Cloud Solutions, Plan Execution, Business Priorities, Cost Benefit Analysis, Risk Mitigation, Asset Management, Prioritization, Governance

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Ethical Hacking, Pentesting & Bug Bounty Hunting v2

    Skills you'll gain: Penetration Testing, Security Testing, Exploitation techniques, Vulnerability Assessments, Cyber Security Assessment, Server Side, Test Tools, Cyber Security Strategy, SQL, Hypertext Markup Language (HTML), Databases, Query Languages, SQL Server Integration Services (SSIS), Ethical Standards And Conduct, Amazon S3

    Intermediate · Course · 1 - 3 Months

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    University of Pennsylvania

    ESG Risks and Opportunities

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management Framework, Risk Analysis, Risk Management, Portfolio Risk, Case Studies, Stakeholder Engagement, Business Risk Management, Stakeholder Management, Governance Risk Management and Compliance, Corporate Sustainability, Investment Management, Portfolio Management, Financial Data, Investments, Financial Analysis, Sustainable Business, Finance, Market Data, Performance Measurement

    4.6
    Rating, 4.6 out of 5 stars
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    782 reviews

    Beginner · Course · 1 - 4 Weeks

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    Chris Croft Training

    Ethics of Negotiation and AI

    Skills you'll gain: Responsible AI, Business Ethics, Data Ethics, AI Enablement, AI Security, Contract Negotiation, Negotiation, AI Product Strategy, AI literacy, AI Integrations, Governance, Price Negotiation, Governance Risk Management and Compliance, AI Workflows, AI Orchestration, AI Personalization, AI powered creativity, Human Resource Management, Human Resource Policies, Human Resources Software

    Mixed · Course · 1 - 3 Months

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    University of California San Diego

    Algorithms on Graphs

    Skills you'll gain: Graph Theory, Algorithms, Network Routing, Data Structures, Network Analysis, Network Model, Theoretical Computer Science

    4.7
    Rating, 4.7 out of 5 stars
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    2.3K reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Retail Merchandising and Supply Chain Management

    Skills you'll gain: Retail Management, Merchandising, Product Lifecycle Management, Retail Store Operations, Stocking Merchandise, Supply Chain, Supply Chain Planning, Supply Chain Management, Transportation, Supply Chain, and Logistics, Procurement, Warehousing, Logistics, Forecasting, Business Operations, Operations, Supply And Demand, Planning, Business, Cost Control, Analysis

    Mixed · Course · 1 - 3 Months

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    ESSEC Business School

    Foundations of strategic business analytics

    Skills you'll gain: Business Analytics, Statistical Programming, Forecasting, Statistical Methods, Data Presentation, Predictive Analytics, R Programming, R (Software), Information Technology, Presentations, Advanced Analytics, Predictive Modeling, Analytics, Statistical Analysis, People Analytics, Communication, Data Storytelling, Business Strategy, Business, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    670 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Prompt Patterns, AI Workflows, Generative Model Architectures, Fine-tuning, Model Deployment, Token Optimization, AI Integrations, Applied Machine Learning, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Memory Management, Object Oriented Programming (OOP), Context Management, API Testing, Document Management, AI literacy, Model Optimization

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado System

    Fundamentals of Network Communication

    Skills you'll gain: Digital Communications, OSI Models, Network Protocols, TCP/IP, Communication Systems, Routing Protocols, Telecommunications, Network Routing, Network Architecture, Network Planning And Design, General Networking, Computer Networking, System Programming, Data Validation, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Intermediate · Course · 1 - 3 Months

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    The University of Chicago

    Software Defined Networking

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Software-Defined Data Center (SDDC), Computer Networking, Virtualization, Network Architecture, Network Administration, Network Switches, Network Routing, Network Security, Network Protocols, Hardware Architecture, Application Programming Interface (API), Verification And Validation

    4.5
    Rating, 4.5 out of 5 stars
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    293 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Claude, Claude Projects and Claude Code for Non-Coders

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Claude Code, Prompt Patterns, Context Engineering, AI literacy, Google Workspace, AI Enablement, AI Personalization, Office Administration, Vibe coding, Productivity Software, Workflow Management, Agentic Workflows, Administrative Support and Clerical Tasks, Business Workflow Analysis, OpenAI, AI Workflows, Generative AI Agents, Automation

    Beginner · Course · 1 - 3 Months

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

  • Analyze Competitors: Product Gaps and Strategic Risks: Coursera
  • Google Cloud へのデータベース移行: 戦略: Google Cloud
  • Ethical Hacking, Pentesting & Bug Bounty Hunting v2: Packt
  • ESG Risks and Opportunities: University of Pennsylvania
  • Ethics of Negotiation and AI: Chris Croft Training
  • Algorithms on Graphs: University of California San Diego
  • Retail Merchandising and Supply Chain Management: EDUCBA
  • Foundations of strategic business analytics: ESSEC Business School
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Fundamentals of Network Communication: University of Colorado System

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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