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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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Simulations, Mathematical Modeling, Electrical Engineering, Power Electronics, Electronic Components, Electric Power Systems, Matlab, Model Optimization, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Laboratory Research, Basic Electrical Systems, Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    553 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Introduction to Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Social Media, Marketing Analytics, Social Media Management, Customer Analysis, Consumer Behaviour, Data Mining, Customer Insights, Market Analysis, Data Analysis Software, Trend Analysis, Research, Peer Review

    4.3
    Rating, 4.3 out of 5 stars
    ·
    112 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Back-End Web Development, Database Application, Code Reusability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    785 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Model Optimization, Tensorflow, Artificial Neural Networks, Applied Machine Learning, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Fine-tuning, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Model Training, Forecasting, Machine Learning, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Google Agile Essentials

    Skills you'll gain: Scrum (Software Development), Agile Project Management, Backlogs, Agile Software Development, Sprint Planning, Agile Methodology, User Story, Data-Driven Decision-Making, Project Estimation, Product Requirements, Agile Product Development, Waterfall Methodology, Lean Methodologies, Project Performance, Kanban Principles, Product Management, Project Management, Prioritization, Estimation, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    84 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Production AI Model Development and Ethics

    Skills you'll gain: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Model Optimization, Scikit Learn (Machine Learning Library), Data Preprocessing, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Salesforce Admin Certification Preparation

    Skills you'll gain: Salesforce Development, User Provisioning, Identity and Access Management, Enterprise Application Management, Application Deployment, Security Management, Customer Relationship Management (CRM) Software, Workflow Management, Account Management, Internal Communications, Training and Development, Data Management, Customer Service, Security Controls

    3.8
    Rating, 3.8 out of 5 stars
    ·
    68 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    INSEAD

    Transacting on the Blockchain

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Payment Systems, Financial Inclusion, Digital Transformation, Emerging Technologies, Financial Systems, Identity and Access Management, Distributed Computing, Financial Services, Authentications, Cryptographic Protocols, Automation, Empowerment, Cost Reduction, Transaction Processing, Information Privacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    924 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Financial Controllers: Boosting Budget Accuracy

    Skills you'll gain: Financial Data, Financial Forecasting, Management Reporting, Dashboard, Dashboard Creation, Budgeting, Predictive Modeling, Advanced Analytics, Forecasting, Power BI, Data Synthesis, Decision Intelligence, Generative AI, Tableau Software, Applied Machine Learning, Business Process Automation, Artificial Intelligence, Financial Analysis, Automation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Case Studies, Forecasting, Finance

    4.4
    Rating, 4.4 out of 5 stars
    ·
    512 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Mobile App Development

    Skills you'll gain: Mobile Development, Mobile Development Tools, iOS Development, Other Mobile Programming Languages, Flutter (Software), Integrated Development Environments, Development Environment, Apple iOS, Android Studio, Computer Programming Tools, Application Development, Swift Programming, Test Tools, React Native, Apple Xcode, Application Frameworks, Web Applications, Cross Platform Development, Software Testing, Cloud Hosting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidade de São Paulo

    Criação de Startups: Como desenvolver negócios inovadores

    Skills you'll gain: Market Analysis, Entrepreneurship, Market Opportunities, Market Research, User Feedback, Business Modeling, User Research, New Product Development, Marketing, Product Development, Business Planning, Digital Marketing, New Business Development, Innovation, Business Development, Business Strategies, Ideation, Scalability, Entrepreneurial Finance, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    614 reviews

    Beginner · Course · 1 - 3 Months

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

  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder
  • Introduction to Social Media Analytics: Emory University
  • Building Web Applications in Django: University of Michigan
  • Deep Learning with TensorFlow: Packt
  • Google Agile Essentials: Google
  • Production AI Model Development and Ethics: Coursera
  • Salesforce Admin Certification Preparation: LearnKartS
  • Transacting on the Blockchain: INSEAD
  • GenAI for Financial Controllers: Boosting Budget Accuracy: Coursera
  • Valuation and Financial Analysis For Startups: Yonsei University

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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