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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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    Microsoft

    Crafting User-First Product Experiences in the AI Era

    Skills you'll gain: Competitive Analysis, Market Research, User Story, User Interface (UI), Competitive Intelligence, Usability, Persona Development, Microsoft Copilot, Product Development, Market Analysis, Product Management, Product Lifecycle Management, Design Thinking, Product Roadmaps, User Interface (UI) Design, Market Opportunities, Regulation and Legal Compliance, Data Ethics, Responsible AI, Data Governance

    4.6
    Rating, 4.6 out of 5 stars
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    305 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Export and Highlight Project Tasks Fast

    Skills you'll gain: Google Sheets, Data Import/Export, Stakeholder Communications, Management Reporting, Spreadsheet Software, Dashboard, Business Reporting, Timelines, Project Documentation, Project Management Software, Prioritization

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CyberSAFE: Exam CBS-510

    Skills you'll gain: Computer Security Awareness Training, Cybersecurity, Security Awareness, Mobile Security, Generative AI, Cyber Security Policies, Human Factors (Security), Computer Security, Email Security, Data Security, Safety and Security, Data Ethics, Cloud Security, Law, Regulation, and Compliance, Artificial Intelligence, Regulatory Compliance, Prompt Engineering, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Regulation and Legal Compliance, Ethical Standards And Conduct

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Microsoft Introduction to C++ Programming

    Skills you'll gain: Technical Management, C++ (Programming Language), Debugging, Software Documentation, Technical Documentation, Performance Tuning, API Design, Program Development, Pseudocode, Software Architecture, Software Design, Maintainability, Computational Thinking, Technical Design, Data Structures, Programming Principles, Computer Programming, Generative AI Agents, Integrated Development Environments, Generative AI

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Queen Mary University of London

    Research Methodologies

    Skills you'll gain: Qualitative Research, Research Methodologies, Surveys, Science and Research, Data Collection, Focus Group, Research, Market Research, Research Design, Sample Size Determination, Interviewing Skills, Probability & Statistics, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    679 reviews

    Beginner · Course · 1 - 4 Weeks

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    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Compensation and Benefits Analyst

    Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Job Evaluation, Benefits Administration, Data Collection, Compensation and Benefits, Data Visualization, Job Analysis, Data-Driven Decision-Making, Project Management, Data Analysis, Microsoft Excel, Google Sheets, Human Resource Policies, Regulatory Compliance, Labor Compliance, Law, Regulation, and Compliance, Payroll, Program Management

    4.6
    Rating, 4.6 out of 5 stars
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    104 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Packt

    Advanced Blazor – Security, Payments & Deployment

    Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Applications, Application Deployment, Application Programming Interface (API), Authentications, Payment Systems, Authorization (Computing), Role-Based Access Control (RBAC), UI Components, Identity and Access Management, Database Management, Transaction Processing, User Interface (UI)

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Java FullStack Developer

    Skills you'll gain: Angular, HTML and CSS, Data Structures, Spring Boot, Eclipse (Software), Restful API, Java Programming, JavaScript Frameworks, Object Oriented Programming (OOP), Model View Controller, Java, Front-End Web Development, Spring Framework, Object Oriented Design, Integrated Development Environments, Javascript, Software Design Patterns, Development Environment, Web Applications, Cascading Style Sheets (CSS)

    4.4
    Rating, 4.4 out of 5 stars
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    824 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Simplilearn

    Introduction to Linear Regression Training

    Skills you'll gain: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Technology, Influence & Sustained Success in Modern Sales

    Skills you'll gain: Technical Sales, Sales, Sales Pipelines, Sales Strategy, Sales Process, AI Personalization, Customer Relationship Management (CRM) Software, Meeting Facilitation, Marketing Automation, Discussion Facilitation, Customer Analysis, Virtual Teams, Stakeholder Analysis, Influencing, Consultative Approaches, Account Strategy, Customer Relationship Management, Performance Analysis, Continuous Improvement Process, Customer Success Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    CMO Excellence: Leading Marketing Teams for Impact

    Skills you'll gain: Customer experience strategy (CX), Marketing Effectiveness, Growth Strategies, Marketing Analytics, Customer Insights, Cross-Functional Collaboration, Strategic Marketing, Marketing Strategies, Strategic Leadership, Business Leadership, Marketing Management, Leadership, Brand Strategy, Data-Driven Decision-Making, Brand Management, Performance Measurement, Innovation, Integrated Marketing Communications, Team Motivation, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Machine Learning Fundamentals

    Skills you'll gain: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Machine Learning, Machine Learning Algorithms, Classification Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Crafting User-First Product Experiences in the AI Era: Microsoft
  • Export and Highlight Project Tasks Fast: Coursera
  • CyberSAFE: Exam CBS-510 : CertNexus
  • Microsoft Introduction to C++ Programming: Microsoft
  • Research Methodologies: Queen Mary University of London
  • ADP Entry-Level Compensation and Benefits Analyst: Automatic Data Processing, Inc. (ADP)
  • Advanced Blazor – Security, Payments & Deployment: Packt
  • Java FullStack Developer: Board Infinity
  • Introduction to Linear Regression Training : Simplilearn
  • Technology, Influence & Sustained Success in Modern Sales: LearnQuest

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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