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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


  • A

    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier II

    Skills you'll gain: Supply And Demand, Property and Real Estate, Market Dynamics, Real Estate, Land Management, Economics, Commercial Real Estate, Real Estate Transactions, Market Data, Market Analysis, Financial Market, Price Negotiation, Tax, Construction Estimating, Cost Benefit Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Minnesota

    Introduction to Social Determinants of Health

    Skills you'll gain: Social Determinants Of Health, Health Disparities, Health Equity, Health Policy, Systems Thinking, Health Informatics, Public Health, Community Health, Social Impact, Data Analysis, R Programming, Data Visualization, Data-Driven Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Business Intelligence & Analytics

    Skills you'll gain: Business Intelligence, Data Governance, Data Storytelling, Business Analytics, Looker (Software), Performance Measurement, Data Visualization, Key Performance Indicators (KPIs), Business Metrics, Data Modeling, Data Warehousing, General Data Protection Regulation (GDPR), Digital Transformation, Emerging Technologies, Star Schema, Data Mart, Data Quality, Talent Management, Team Building, Data-Driven Decision-Making

    4.2
    Rating, 4.2 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Autònoma de Barcelona

    Motores gráficos en videojuegos: game engine

    Skills you'll gain: Video Game Development, Computer Graphics, 3D Assets, Microsoft Visual Studio, C++ (Programming Language), Artificial Intelligence, User Interface (UI), Animations, Application Development

    3.9
    Rating, 3.9 out of 5 stars
    ·
    105 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    Edureka

    Gen AI in Cybersecurity

    Skills you'll gain: AI Security, Secure Coding, Generative AI, Threat Modeling, Intrusion Detection and Prevention, Threat Detection, Cybersecurity, Application Security, Network Security, Artificial Intelligence, Incident Response, Data Analysis

    3.8
    Rating, 3.8 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Apply SOLID Design to Optimize Java ML

    Skills you'll gain: Apache Maven, Maintainability, Gradle, Java, Software Design, Software Design Patterns, Software Architecture, Object Oriented Design, Object Oriented Programming (OOP), API Design, Machine Learning Methods, Programming Principles, Integration Testing, Dependency Analysis, User Interface (UI) Design, Design Strategies, Program Evaluation, Automation

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Marketing Automation with AI and HubSpot: Plan to Execution

    Skills you'll gain: Lead Generation, Marketing Automation, HubSpot CRM, Prompt Engineering, Email Automation, ChatGPT, Dashboard, MarTech, Marketing Strategies, Marketing Analytics, Customer Relationship Management (CRM) Software, Customer Engagement, Data-Driven Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Geneva

    Water Cooperation and Diplomacy

    Skills you'll gain: Water Resources, Diplomacy, Water Resource Management, International Relations, Mediation, Conflict Management, Negotiation, Governance, Environmental Laws, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Effective Marketing in the Global Marketplace

    Skills you'll gain: Target Audience, Marketing, Value Propositions, Global Marketing, Search Engine Optimization, Diversity Marketing, Content Marketing, Brand Strategy, Marketing Strategies, Marketing Analytics, Data-Driven Decision-Making, Market Research, Consumer Behaviour, Cultural Responsiveness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    Skills you'll gain: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Plataformas para procesar datos no tradicionales​

    Skills you'll gain: Spatial Analysis, NoSQL, Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Big Data, MongoDB, File Systems, Databases, Apache Hadoop, Distributed Computing, Data Architecture, Cloud Computing, Apache Spark, Public Cloud, Database Systems, Data Processing, Scalability, Environmental Monitoring, Climate Change Programs

    3.9
    Rating, 3.9 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to AI: Arm
  • Economie du sol et de l'immobilier II: École Polytechnique Fédérale de Lausanne
  • Introduction to Social Determinants of Health: University of Minnesota
  • Business Intelligence & Analytics: Universidad de Palermo
  • Motores gráficos en videojuegos: game engine: Universitat Autònoma de Barcelona
  • Gen AI in Cybersecurity: Edureka
  • Apply SOLID Design to Optimize Java ML: Coursera
  • Marketing Automation with AI and HubSpot: Plan to Execution: Coursera
  • Water Cooperation and Diplomacy: University of Geneva
  • Effective Marketing in the Global Marketplace: 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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