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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


  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

    ★ 4.4 (22) · Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Accounting Workflow Automation with Excel and AI

    Skills you'll gain: Process Analysis, Business Workflow Analysis, Excel Formulas, Accounting and Finance Software, Data Validation, Accounting Systems, Microsoft Excel, Expense Management, Process Optimization, Return On Investment, Variance Analysis, Anomaly Detection, Invoicing, Business Process Automation, Pivot Tables And Charts, Data Quality, Spreadsheet Software, Accounting Records, Workflow Management, AI Workflows

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • V

    Vanderbilt University

    AI Agents in Java with Generative AI

    Skills you'll gain: Generative AI Agents, Java, Java Programming, Agentic systems, Agentic Workflows, AI Workflows, Generative AI, LLM Application, Tool Calling, OpenAI API, Application Development, Prompt Engineering, Large Language Modeling, Memory Management

    ★ 4.2 (25) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Corporate Finance Institute

    Economics for Financial Advisors

    Skills you'll gain: Consumer Behaviour, Economics, Economic Development, Market Data, Business Economics, Financial Policy, Behavioral Economics, Market Dynamics, Decision Making, Fiscal Management, Public Policies

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Present Financial Models: Storyboard to Success

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Financial Modeling, Presentations, Data-Driven Decision-Making, Storytelling, Business Communication, Persuasive Communication

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • F

    Fractal Analytics

    Responsible AI - Principles and Ethical Considerations

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, Personally Identifiable Information, Data Governance, Data Security, Governance, Diversity Awareness, Continuous Monitoring, Algorithms, Complex Problem Solving, Critical Thinking

    ★ 4.4 (24) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Power-Up Email Copy

    Skills you'll gain: Google Workspace, Editing, Vocabulary, Persuasive Communication

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Telecom & Enterprise Cybersecurity Essentials

    Skills you'll gain: Incident Response, Hybrid Cloud Computing, Zero Trust Network Access, Incident Management, Computer Security Incident Management, Security Information and Event Management (SIEM), Endpoint Detection and Response, Containerization, Event Monitoring, Enterprise Security, Telecommunications, Cybersecurity, Threat Detection, Security Controls, Network Security, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Model Training, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming

    ★ 4.3 (117) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Statistical Analysis, SPSS, Statistical Modeling, Statistical Software, Correlation Analysis, Statistical Methods, SPSS (Software), Regression Analysis, Mathematical Modeling, Data Analysis Software, Data Integration, Advanced Analytics, Research Methodologies, Mathematical Software, Data Analysis, Science and Research, Model Evaluation, Dimensionality Reduction, Data Import/Export

    ★ 4.8 (95) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • U

    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Dashboard Creation, Data Validation, Excel Formulas, Dashboard, Data Management, Data Visualization, Spreadsheet Software, Depreciation, Data Cleansing, Consolidation, Regression Analysis, Case Studies, Financial Analysis, Microsoft Office, Financial Modeling, Analysis, Data Integrity, Problem Solving

    ★ 4.7 (4.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Boost Digital ROAS

    Skills you'll gain: Digital Advertising, Meta Ads Manager, Google Ads, Online Advertising, Target Audience, Performance marketing, Digital Marketing Campaigns, Data-Driven Marketing, Marketing Budgets, Digital Media Strategy, Advertising Campaigns, Cross-Channel Marketing, Digital Marketing, Campaign Management, Paid media, Social Media Campaigns, Dashboard Creation, Campaign Planning, Marketing Analytics, Market Trend

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
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In summary, here are 10 of our most popular data mining courses

  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Accounting Workflow Automation with Excel and AI: Coursera
  • AI Agents in Java with Generative AI: Vanderbilt University
  • Economics for Financial Advisors: Corporate Finance Institute
  • Present Financial Models: Storyboard to Success: Coursera
  • Responsible AI - Principles and Ethical Considerations: Fractal Analytics
  • Power-Up Email Copy: Coursera
  • Telecom & Enterprise Cybersecurity Essentials: Coursera
  • Object Localization with TensorFlow: Coursera
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong

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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