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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


  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Spring - Ecosystem and Core

    Skills you'll gain: Spring Framework, JUnit, Application Frameworks, Unit Testing, Java Programming, Enterprise Application Management, Integration Testing, Configuration Management, Development Environment, Extensible Markup Language (XML), Context Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    456 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Hacking and Patching

    Skills you'll gain: Penetration Testing, Exploit development, Metasploit, Application Security, Security Testing, Cyber Security Assessment, Vulnerability Scanning, Brute-force attacks, Secure Coding, Exploitation techniques, Software Design Patterns, Vulnerability Assessments, Memory Management, Amazon Web Services, SQL, Amazon Elastic Compute Cloud, Operating Systems, Data Validation

    4
    Rating, 4 out of 5 stars
    ·
    279 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Developing Android Apps with App Inventor

    Skills you'll gain: Android Development, UI Components, User Interface (UI) Design, Android (Operating System), Mobile Development, Interactive Design, Application Development, Video Game Development, No-Code Development, Mobile Development Tools, Data Storage, Game Design, Program Development, Global Positioning Systems, Programming Principles, Computer Programming, File I/O, Computational Logic, Development Testing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    499 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Philosophy of Science

    Skills you'll gain: Scientific Methods, Science and Research, Research, Experimentation, Research Methodologies, Data Collection, Peer Review, Public Affairs, Simulations, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    259 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Exploring the Field of U.S. Payroll

    Skills you'll gain: Payroll, Payroll Administration, Payroll Tax, Payroll Processing, Non-Profit Accounting, Specialized Accounting, Labor Compliance, Record Keeping, Accounting, Tax Compliance, Income Tax, Law, Regulation, and Compliance, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Model Optimization, Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Model Training, Supervised Learning, Machine Learning, Logistic Regression, NumPy, Regression Analysis, Network Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Pensamiento sistémico

    Skills you'll gain: Systems Thinking, Systems Engineering, Systems Analysis, Network Analysis, Network Model

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Ethics of Artificial Intelligence

    Skills you'll gain: AI literacy, Responsible AI, Social Impact, Decision Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    329 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Power Query Fundamentals

    Skills you'll gain: Data Transformation, Extract, Transform, Load, Consolidation, Microsoft Excel, Data Wrangling, Data Manipulation, Data Cleansing, Data Integration, Data Import/Export, Data Compilation, Data Processing, Data Validation, Automation, Query Languages, File Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Call Centers: AI-Driven Customer Success

    Skills you'll gain: AI Personalization, Customer Insights, ChatGPT, Generative AI, Call Center Experience, Customer experience improvement, Customer Analysis, Customer Engagement, AI Integrations, AI Workflows, Customer Service, Process Optimization, Customer Support, Operational Efficiency, Automation, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
    ·
    512 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Personalized Campaigns, Advertising Campaigns, Media Buying, Meta Ads Manager, Content Performance Analysis, Online Advertising, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, Marketing Automation, AI Personalization, Media Planning, Digital Media Strategy, Responsible AI, Automation, Analytics

    Intermediate · Course · 1 - 4 Weeks

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

  • Spring - Ecosystem and Core: LearnQuest
  • Hacking and Patching: University of Colorado System
  • Developing Android Apps with App Inventor: The Hong Kong University of Science and Technology
  • Philosophy of Science: University of Pennsylvania
  • Exploring the Field of U.S. Payroll: Automatic Data Processing, Inc. (ADP)
  • Deep Learning - Artificial Neural Networks with TensorFlow: Packt
  • Pensamiento sistémico: Universidad Nacional Autónoma de México
  • Ethics of Artificial Intelligence: Politecnico di Milano
  • Power Query Fundamentals: Corporate Finance Institute
  • GenAI for Call Centers: AI-Driven Customer Success: Coursera

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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