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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


  • P

    Packt

    NLP – Embeddings & Text Preprocessing in Python

    Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    BiteSize Python: Object Oriented Programming

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Software Documentation, Software Engineering, Technical Documentation, Maintainability, Programming Principles, Software Design, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    American Psychological Association

    Measures of Variability

    Skills you'll gain: Box Plots, Descriptive Statistics, Histogram, Probability & Statistics, Exploratory Data Analysis, Graphing, Variance Analysis, Statistical Visualization, Statistical Analysis, Data Analysis, Analytical Skills

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Marketing and Customer Insights

    Skills you'll gain: Prompt Engineering, Customer Insights, AI Personalization, Big Data, Keyword Research, Performance marketing, Case Studies, Customer Analysis, Google Ads, Responsible AI, Marketing Analytics, Data Presentation, AI Product Strategy, Generative AI, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    190 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google

    إدارة المشروعات من Google

    Skills you'll gain: Project Closure, Project Implementation, Cost Management, Team Management, Project Planning, Project Scoping, Team Leadership, Agile Project Management, Communication Planning, Budget Management, Scope Management, Project Risk Management, Quality Management, Project Management Life Cycle, Stakeholder Analysis, Agile Methodology, Data Sharing, Change Management, Sprint Planning, Project Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    540 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • U

    University of Michigan

    Understanding User Needs

    Skills you'll gain: Qualitative Research, User Research, Usability Testing, User Centered Design, Research Methodologies, Needs Assessment, Interviewing Skills, Research, Human Computer Interaction, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    545 reviews

    Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    AI 알고리즘 모델과 한계점

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Algorithms, Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Business Ethics, Ethical Standards And Conduct

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Master Full-Stack Web Development with Laravel & PHP

    Skills you'll gain: Restful API, Secure Coding, Application Deployment, Web Development, Full-Stack Web Development, Cloud API, Software Documentation, Data Validation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    195 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Azure Fundamentals AZ-900 Exam Prep

    Skills you'll gain: Patch Management, Microsoft Azure, Cloud Management, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Cloud Services, Cloud Deployment, Disaster Recovery, Virtual Machines, Kubernetes, Cloud Platforms, Role-Based Access Control (RBAC), Virtual Networking, Windows PowerShell, System Monitoring, Infrastructure as Code (IaC), Load Balancing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    164 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Michigan State University

    Gathering and Developing the News

    Skills you'll gain: Interviewing Skills, Journalism, Research, Investigation, Ethical Standards And Conduct, Data Collection, Rapport Building, Diversity Awareness, Cultural Diversity, Social Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    510 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Azure Active Directory, Authentications, Identity and Access Management, Authorization (Computing), Active Directory, Role-Based Access Control (RBAC), Multi-Factor Authentication, Microsoft Azure, Single Sign-On (SSO), Software As A Service, User Accounts, Cloud Services, Enterprise Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    189 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • NLP – Embeddings & Text Preprocessing in Python: Packt
  • BiteSize Python: Object Oriented Programming: University of Colorado Boulder
  • Measures of Variability: American Psychological Association
  • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder
  • GenAI for Marketing and Customer Insights: Coursera
  • إدارة المشروعات من Google: Google
  • Understanding User Needs: University of Michigan
  • AI 알고리즘 모델과 한계점: LearnQuest
  • Master Full-Stack Web Development with Laravel & PHP: Board Infinity
  • Microsoft Azure Fundamentals AZ-900 Exam Prep: 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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