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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

    Automate Auditable SAS EG Analytics

    Skills you'll gain: Data Transformation, Data Manipulation, SAS (Software), Data Preprocessing, Debugging, SQL Server Reporting Services, Data Pipelines, Data Analysis, Data Validation, Analytics, Data Governance, Verification And Validation, Business Logic, Query Languages, Code Reusability

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Smartsheet Tutorial for Beginners

    Skills you'll gain: Workflow Management, Spreadsheet Software, Project Management Software, Data Entry, Automation, Data Management, Collaborative Software, Data Sharing, Editing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
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    Meta

    Meta Community Management

    Skills you'll gain: Content Management, Community Development, Incident Management, Customer Engagement, Community Outreach, Social Media, Business Priorities, Data Literacy, Analytics, Shared Media, Diversity Equity and Inclusion Initiatives, De-escalation Techniques, Behavior Management, Personalized Campaigns, Customer Retention, Direct Marketing, Key Performance Indicators (KPIs), Ethical Standards And Conduct, AI Enablement, Trend Analysis

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Applied Financial Analysis

    Skills you'll gain: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Performance Reporting, Financial Auditing, Capital Budgeting, Financial Controls, Financial Reporting, Operating Budget, Financial Analysis, Report Writing, Process Improvement, Banking Services, Financial Data

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Financial Forecasting and Planning

    Skills you'll gain: Financial Forecasting, Model Deployment, Forecasting, Decision Intelligence, Responsible AI, Generative AI, AI Integrations, Market Intelligence, Data-Driven Decision-Making, General Finance, AI Enablement, Financial Planning, Market Research, Artificial Intelligence, Market Analysis, Data Quality, Data Validation

    4.2
    Rating, 4.2 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Programming for Designers

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Interactive Data Visualization, Software Design, Program Development, Data Structures, Interactive Design, Programming Principles, Visualization (Computer Graphics), Graphic and Visual Design, Python Programming, Event-Driven Programming, Systems Design, Digital Design, Simulations, Computer Graphics, Design, Game Design, Computational Logic

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    QA Process Optimization: Agile & Automated Testing

    Skills you'll gain: Software Quality Assurance, Quality Assurance, Test Automation, Software Quality (SQA/SQC), Test Tools, Agile Software Development, Agile Product Development, Software Testing, Agile Methodology, Automation, Analysis, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    ISC2

    Information Technologies and Security in Healthcare Settings

    Skills you'll gain: Medical Privacy, Health Technology, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Industry Knowledge, Data Management, Health Care, Health Informatics, Cloud Security, Personally Identifiable Information, Health Care Procedure and Regulation, Regulatory Compliance, Information Systems Security, Information Privacy, Information Management, Data Security, Health Information Management and Medical Records, Cloud Standards, Interoperability, Information Technology

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Microsoft Getting Started with ASP.NET Core

    Skills you'll gain: CI/CD, ASP.NET, Continuous Deployment, Application Deployment, Cloud Deployment, Restful API, Azure DevOps Pipelines, Software Testing, .NET Framework, Responsive Web Design, jQuery, API Design, Data Migration, Azure DevOps, Configuration Management, Data Validation, HTML and CSS, Database Application, JavaScript Frameworks, Middleware

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Fred Hutchinson Cancer Center

    Making Science Reproducible - A Capstone Course

    Skills you'll gain: Version Control, Continuous Integration, Secure Coding, Continuous Delivery, Key Management

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Forecasting Financial Statements & Valuation for Accountants

    Skills you'll gain: Business Valuation, Financial Statement Analysis, Financial Forecasting, Financial Statements, Financial Reporting, Financial Data, Forecasting, Financial Analysis, Financial Modeling, Cash Flow Forecasting, Analysis, Generally Accepted Accounting Principles (GAAP), Finance

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    42 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Open AI for Beginners: Programmatic Prompting

    Skills you'll gain: OpenAI API, OpenAI, AI Integrations, Prompt Engineering, JSON, Application Programming Interface (API), Web Applications, Generative AI

    4.2
    Rating, 4.2 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Automate Auditable SAS EG Analytics: Coursera
  • Smartsheet Tutorial for Beginners: Packt
  • Meta Community Management: Meta
  • Applied Financial Analysis: Coursera
  • GenAI for Financial Forecasting and Planning: Coursera
  • Programming for Designers: University of Michigan
  • QA Process Optimization: Agile & Automated Testing: Coursera
  • Information Technologies and Security in Healthcare Settings: ISC2
  • Microsoft Getting Started with ASP.NET Core: Microsoft
  • Making Science Reproducible - A Capstone Course: Fred Hutchinson Cancer Center

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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