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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


  • A

    Arizona State University

    Bayesian Statistical Concepts and Methods

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Simulations, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    行銷典範轉移: 變動中的消費世界 (Marketing in a changing world)

    Skills you'll gain: Brand Management, Branding, Marketing, Customer Relationship Management, Consumer Behaviour, Marketing Strategies, Customer experience strategy (CX), Customer Data Management, Market Dynamics, Target Market, Market Analysis, Digital Media Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    129 reviews

    Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Android App Components - Services, Local IPC, and Content Providers

    Skills you'll gain: Android Development, Android Studio, Mobile Development, Software Design, User Interface (UI) Design, Java Programming, Data Access, Software Architecture, Databases, OS Process Management, Content Management, Service Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    411 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Mastering Geospatial Analysis with QGIS

    Skills you'll gain: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Building Information Modeling, Data Manipulation, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Unsupervised Learning, Software Installation, Supervised Learning, UI Components

    4
    Rating, 4 out of 5 stars
    ·
    44 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Real-World Applications & Model Deployment in Java

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Deployment, Jenkins, AI Security, Applied Machine Learning, Java, Continuous Deployment, Federated Learning, Artificial Intelligence, Machine Learning, Spring Framework, Application Deployment, Reinforcement Learning, Spring Boot, Enterprise Application Management

    Intermediate · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.5
    Rating, 3.5 out of 5 stars
    ·
    99 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    Diversity, Equity & Inclusion

    Skills you'll gain: Diversity Training, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Open Mindset, Cultural Responsiveness, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Employee Training, Safety Culture, Self-Awareness

    4.5
    Rating, 4.5 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Siemens

    Siemens NX Mastery: Advanced Design & Applications

    Skills you'll gain: Assembly Drawing, Finite Element Methods, Mechanical Design, Engineering Drawings, Engineering Analysis, Technical Drawing, 3D Modeling, Computer-Aided Design, Simulation and Simulation Software, Data Integration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    42 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    L

    LearnKartS

    Full Digital Marketing

    Skills you'll gain: Google Analytics, Email Marketing, Google Ads, WordPress, LinkedIn, Content Creation, Content Marketing, Social Media, Facebook, Social Media Marketing, Search Engine Marketing, Social Media Content, Web Analytics and SEO, Advertising Campaigns, Email Automation, Social Media Campaigns, Analytics, Keyword Research, ChatGPT, Bidding

    4.4
    Rating, 4.4 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Design, Sustainable Technologies, Environmental Policy, Environment, Environmental Science, Innovation, Natural Resource Management, Climate Change Adaptation, Mathematical Modeling, Spatial Data Analysis, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Developing Applications in Python on AWS

    Skills you'll gain: Software Architecture, Amazon DynamoDB, Database Management, Cloud Applications, Amazon Web Services, Event-Driven Programming, API Gateway, Relational Databases, Cloud Development, Serverless Computing, Python Programming, Cloud API, Service Oriented Architecture, Microservices, NoSQL, Application Development, Web Development, Automation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    105 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Bayesian Statistical Concepts and Methods: Arizona State University
  • 行銷典範轉移: 變動中的消費世界 (Marketing in a changing world): National Taiwan University
  • Android App Components - Services, Local IPC, and Content Providers: Vanderbilt University
  • Mastering Geospatial Analysis with QGIS: L&T EduTech
  • Natural Language Processing - Deep Learning Models in Python: Packt
  • Real-World Applications & Model Deployment in Java : Board Infinity
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
  • Diversity, Equity & Inclusion: Automatic Data Processing, Inc. (ADP)
  • Siemens NX Mastery: Advanced Design & Applications: Siemens
  • Full Digital Marketing: LearnKartS

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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