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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


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    Coursera

    Financial Modeling with Excel NPV

    Skills you'll gain: Capital Budgeting, Cash Flows, Financial Modeling, Excel Formulas, Financial Analysis, Data-Driven Decision-Making, Project Finance, Microsoft Excel

    Intermediate · Course · 1 - 4 Weeks

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    MathWorks

    Introduction to Deep Learning for Computer Vision

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Track Tasks & Reports

    Skills you'll gain: Issue Tracking, Business Reporting, Accountability, Document Management, Consolidation, Content Management Systems, Verification And Validation, Content Management

    Intermediate · Course · 1 - 4 Weeks

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    Madecraft

    Coaching Agile Teams: How to Improve Agile Team Performance

    Skills you'll gain: Team Performance Management, Process Mapping, Team Building, Meeting Facilitation, Business Priorities, Teamwork, Collaboration, Cross-Functional Collaboration, Agile Project Management, Stakeholder Engagement, Performance Metric, Agile Methodology, Process Improvement, Organizational Change, Change Management, Leadership Development, Continuous Improvement Process, Communication Strategies, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    91 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Advanced Email Marketing Techniques

    Skills you'll gain: Email Marketing, Email Automation, General Data Protection Regulation (GDPR), A/B Testing, Copywriting, Marketing Automation, Campaign Management, Gmail, Compliance Auditing, Data-Driven Marketing, Content Optimization, Regulation and Legal Compliance, Target Audience, Auditing, Compliance Management, Customer Relationship Management (CRM) Software, Marketing Strategy and Techniques, Marketing Planning, Market Analysis, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Use and Create Templates

    Skills you'll gain: Collaborative Software, Scalability, Brand Awareness, Branding, Brand Strategy, Program Standards, Brand Management, Document Management, Workflow Management, Layout Design, Visual Design, Operational Efficiency, Operational Risk

    Intermediate · Course · 1 - 4 Weeks

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    University of Pennsylvania

    People Analytics

    Skills you'll gain: People Analytics, Human Resource Strategy, Human Resources Management and Planning, People Management, Human Resources, Workforce Planning, Talent Management, Organizational Effectiveness, Performance Metric, Workforce Management, Analytics, Performance Appraisal, Staff Management, Performance Measurement, Employee Performance Management, Data-Driven Decision-Making, Performance Analysis, Social Network Analysis, Performance Management, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
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    6.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Productivity & Automation

    Skills you'll gain: Workflow Management, IT Automation, Business Process Automation, AI Enablement, AI literacy, Issue Tracking, Scripting, AI Workflows, Automation, AI Integrations, Document Management, Generative AI, Data Entry, Application Programming Interface (API), Restful API

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Google Cloud에서 보안 관리하기

    Skills you'll gain: Identity and Access Management, Cloud Security, Authentications, Cloud Management, Google Cloud Platform, Threat Management, Cloud Computing, Threat Detection, Security Controls, Data Security, Role-Based Access Control (RBAC), User Provisioning, Virtual Networking, Network Security, Firewall, Authorization (Computing), Single Sign-On (SSO), Data Access, Load Balancing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Salesforce Foundations and Developer Fundamentals

    Skills you'll gain: Salesforce, Force.com, Data Import/Export, Business Process Automation, Data Validation, Relationship Management, Workflow Management, Automation, UI Components, Data Integration, Relational Databases, Program Development, Data Integrity, Debugging

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Procurement Essentials: Streamline and Boost Success

    Skills you'll gain: Request for Proposal, Supplier Risk Management, Strategic Sourcing, Supplier Management, Supplier Quality Management, Root Cause Analysis, Procurement, Supply Management, Inventory Management, Document Management, Supplier Performance Management, Vendor Contracts, Purchasing, Request For Quotation (RFQ), Inventory Control Systems, Inventory Control, Strategic Prioritization, Price Negotiation, Data Entry, Interviewing Skills

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Financial Modeling with Excel NPV: Coursera
  • Introduction to Deep Learning for Computer Vision: MathWorks
  • Track Tasks & Reports: Coursera
  • Coaching Agile Teams: How to Improve Agile Team Performance: Madecraft
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
  • Advanced Email Marketing Techniques: Coursera
  • Use and Create Templates: Coursera
  • People Analytics: University of Pennsylvania
  • Productivity & Automation : Coursera
  • Google Cloud에서 보안 관리하기: Google Cloud

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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