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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: New
    New
    U

    University of Colorado Boulder

    AI Ethics and Society's Future

    Skills you'll gain: Responsible AI, Data Ethics, Ethical Standards And Conduct, Artificial Intelligence, AI literacy, Social Impact, Case Studies, Automation, Education and Training, Governance, Empathy & Emotional Intelligence, Information Technology, Creativity, Information Privacy, Intellectual Property, Mitigation, Learning Theory

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Generative AI: Impact on Business and Society

    Skills you'll gain: Consumer Behaviour, Responsible AI, Social Impact, Business Risk Management, Decision Intelligence, Business Operations, Risk Analysis, AI literacy, Generative AI, AI Product Strategy, Socioeconomics, Environment Health And Safety, Safety Assurance, Social Sciences, Environmental Issue, Governance, Accountability, Leadership and Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    63 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analytics en las organizaciones

    Skills you'll gain: Analytical Skills, Data Governance, Analytics, Competitive Intelligence, Business Analytics, Data Literacy, Data Strategy, Performance Analysis, Business Intelligence, Process Optimization, Organizational Effectiveness, Competitive Analysis, Process Analysis, Organizational Strategy, Data-Driven Decision-Making, Advanced Analytics, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    K

    KodeKloud

    Apache Kafka: Security and Event-Driven Systems

    Skills you'll gain: Apache Kafka, Performance Tuning, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud-Native Computing, Data Pipelines, Event-Driven Programming, Amazon S3, Data Integration, Data Governance, Systems Architecture, Cloud Security, Scalability, DevOps, Real Time Data, Continuous Integration, Data Security, Resilience

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Email Marketing Foundations

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Marketing Automation, Marketing Operations, Copywriting, A/B Testing, Information Privacy, Campaign Management, Email Security, Data-Driven Decision-Making, Target Audience, Conversion Funnel Analysis, Content Optimization, HubSpot CRM, General Data Protection Regulation (GDPR), Customer Data Management, Content Performance Analysis, Email Automation, Compliance Management, Marketing Analytics

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Machine Learning with PySpark: Customer Churn Analysis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Model Training, Data Cleansing, Data Import/Export, Data Transformation, Apache Spark, Data-Driven Decision-Making, AI Enablement, Decision Tree Learning, Predictive Modeling, Predictive Analytics, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Geometry, Applied Mathematics, Algebra

    4.9
    Rating, 4.9 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Real-Time Intelligence & Semantic Modeling

    Skills you'll gain: Data Analysis Expressions (DAX), Star Schema, Power BI, Real Time Data, Business Intelligence, Dashboard, Dashboard Creation, Business Logic, Data Modeling, Data Architecture, Performance Analysis, Performance Tuning, Query Languages, Process Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Capture

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Regulatory Compliance

    Skills you'll gain: Compliance Training, Compliance Management, Regulatory Compliance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Medical Privacy, Law, Regulation, and Compliance, Legal Risk, Information Privacy, Governance Risk Management and Compliance, Personally Identifiable Information, Regulatory Requirements, Regulation and Legal Compliance, Internal Communications, Procedure Development, Data Security, Continuous Monitoring, Health Information Management, Risk Management, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Machine Learning Algorithms, Data Processing, Model Training, Model Optimization, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Software, Data Integration, Data Transformation, Classification Algorithms, Regression Analysis

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    أساسيات تحليل البيانات باستخدام بايثون وباندا

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Data Manipulation, Jupyter, Data Preprocessing, Data Presentation, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of London

    Machine Learning for All

    Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Feature Engineering, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Data Literacy, Machine Learning Algorithms, AI literacy, Responsible AI, Data Collection

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI Ethics and Society's Future: University of Colorado Boulder
  • Generative AI: Impact on Business and Society: University of Michigan
  • Analytics en las organizaciones: Universidad de los Andes
  • Apache Kafka: Security and Event-Driven Systems: KodeKloud
  • Email Marketing Foundations: Coursera
  • Machine Learning with PySpark: Customer Churn Analysis: Coursera
  • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
  • Real-Time Intelligence & Semantic Modeling: Microsoft
  • Regulatory Compliance: University of Pennsylvania
  • Applied Machine Learning: Techniques and Applications: Johns Hopkins 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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