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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

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Probability, Model Evaluation, Engineering Calculations, Simulation and Simulation Software, Numerical Analysis, Mathematical Modeling, Performance Tuning, Applied Mathematics, Computational Thinking, Control Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    254 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Introduction Course to Autoencoders, VAEs, and GANs

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Autoencoders, Deep Learning, Convolutional Neural Networks, Tensorflow, Unsupervised Learning, Dimensionality Reduction, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Use SurveyMonkey to Create a Survey and Analyze Results

    Skills you'll gain: Employee Surveys, Data Collection, Business Research, Data Analysis, User Feedback, Market Research, Business Software, Data Presentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    425 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • N

    Northwestern University

    Leadership Through Marketing

    Skills you'll gain: Resource Allocation, Marketing Strategies, Marketing Analytics, Customer experience strategy (CX), Data Science, Analytics, Marketing, Data Analysis, Digital Transformation, Brand Strategy, Customer Insights, Data-Driven Decision-Making, Business Leadership, Consumer Behaviour, Business Strategy, Advertising, Organizational Change

    4.6
    Rating, 4.6 out of 5 stars
    ·
    470 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Performance Reviews: Streamline Feedback Processes

    Skills you'll gain: Performance Review, HR Tech, Employee Performance Management, Generative AI, AI Personalization, Workforce Development, Employee Coaching, AI Enablement, Smart Goals, People Development, Human Resource Strategy, Constructive Feedback, Responsible AI, Performance Analysis, Prompt Engineering, Automation, Coaching, Trend Analysis, Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Security Operations Center (SOC)

    Skills you'll gain: Threat Detection, Workflow Management, Cyber Operations, Cybersecurity, Stakeholder Management, Security Information and Event Management (SIEM), Incident Response, Computer Security Incident Management, Cyber Attacks, Infrastructure Security, Event Monitoring, Data Security, Performance Measurement, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    353 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Alberta

    Dino 101: Dinosaur Paleobiology

    Skills you'll gain: Biology, Physical Science, Life Sciences, Taxonomy, Scientific Methods, Science and Research, Environmental Science, Spatial Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    3.8K reviews

    Beginner · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Tools and Practices for Addressing Pandemic Challenges

    Skills you'll gain: Socioeconomics, Epidemiology, Crisis Management, Health Technology, Health Policy, Social Sciences, Infectious Diseases, Social Work, Public Health, Telehealth, Mental Health, Health Informatics, Surveys, Data-Driven Decision-Making, Data Science, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Introduction to Microsoft Power Platform

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, No-Code Development, Data Integration, Power BI, Data Modeling, Application Development, Case Studies, Business Solutions, Security Controls

    4.6
    Rating, 4.6 out of 5 stars
    ·
    178 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Modeling & Valuation with Excel

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Working Capital, Cash Flows, Spreadsheet Software, Income Statement, Financial Analysis, Financial Accounting, Revenue Recognition, Business Valuation, Generally Accepted Accounting Principles (GAAP), Business Reporting, Balance Sheet, Data Visualization, Capital Expenditure, Accounts Receivable, Financial Modeling, Finance, Corporate Finance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    149 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Deep Learning, C and C++, Performance Tuning, Convolutional Neural Networks, Data-oriented programming, Distributed Computing, Linear Algebra, Computer Graphics, Hardware Architecture, Mathematical Software, Numerical Analysis, Programming Principles, Computer Architecture, System Programming, Program Development, Machine Learning

    Build toward a degree

    2.8
    Rating, 2.8 out of 5 stars
    ·
    190 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
  • Use SurveyMonkey to Create a Survey and Analyze Results: Coursera
  • Leadership Through Marketing: Northwestern University
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • GenAI for Performance Reviews: Streamline Feedback Processes: Coursera
  • Security Operations Center (SOC): Cisco Learning and Certifications
  • Dino 101: Dinosaur Paleobiology: University of Alberta
  • Tools and Practices for Addressing Pandemic Challenges: Politecnico di Milano
  • Introduction to Microsoft Power Platform: Microsoft

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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