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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
    S

    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, Large Language Modeling, ChatGPT, Vision Transformer (ViT), Prompt Engineering, Artificial Intelligence, Artificial Neural Networks, Transfer Learning, Deep Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Datastore: Qwik Start

    Skills you'll gain: Google Cloud Platform, Data Store, Cloud Storage, Data Storage, Data Access, Data Management

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    L’IA pour tous

    Skills you'll gain: AI Product Strategy, Business Strategy, Artificial Intelligence, Data Ethics, Artificial Neural Networks, Data Science, Cross-Functional Collaboration, Deep Learning, Machine Learning, Recruitment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Full Stack Web Development

    Skills you'll gain: Full-Stack Web Development, Restful API, Cloud Deployment, Front-End Web Development, Web Services, Application Deployment, Spring Framework, HTML and CSS, Data Persistence, Application Programming Interface (API), Server Side, Web Applications, Secure Coding, Back-End Web Development, Model View Controller, Responsive Web Design, Javascript

    4.1
    Rating, 4.1 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Competencias digitales. Conceptos y herramientas básicas

    Skills you'll gain: Computer Security Awareness Training, Operating Systems, Computer Literacy, digital literacy, File Management, Data Security, Email Security, Information Technology, Computer Hardware, Computer Networking, Safety and Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    724 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    DaVinci Resolve

    Skills you'll gain: Video Editing, Animations, Timelines, Post-Production, Storytelling, Motion Graphics, Color Theory, Video Production, Cinematography, Editing, Photo/Video Production and Technology, Configuration Management, Web Content Accessibility Guidelines, Data Import/Export, Image Quality, Music, Color Matching, File Management, Typography

    4.3
    Rating, 4.3 out of 5 stars
    ·
    27 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Your Professional Cloud Security Engineer Journey

    Skills you'll gain: Cloud Security, Data Loss Prevention, Security Engineering, Network Security, Continuous Monitoring, Identity and Access Management, Infrastructure Security, Data Security, Google Cloud Platform, Firewall, Payment Card Industry (PCI) Data Security Standards, CI/CD, Virtual Networking, Key Management, Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    149 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Java in Machine Learning

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    2

    28DIGITAL

    Mastering Digital Twins

    Skills you'll gain: Digital Transformation, New Product Development, Technical Product Management, Business Modeling, Business Process, Production Process, Case Studies, Predictive Modeling

    4.1
    Rating, 4.1 out of 5 stars
    ·
    463 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Producción musical con software libre

    Skills you'll gain: Music Theory, Music, Post-Production, Open Source Technology, Media Production, Musical Composition, Music History, Aesthetics, Collaborative Software, Data Sharing, Instrumental Music, Creativity, Digital Publishing, Software Installation, Editing, Content Creation, Computer Programming Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    232 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Debugging, Mathematical Modeling, Advanced Mathematics, Operations Research, Computational Logic, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 3 Months

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1…429430431…817

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

  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Datastore: Qwik Start: Google Cloud
  • L’IA pour tous: DeepLearning.AI
  • Full Stack Web Development: Amazon
  • Competencias digitales. Conceptos y herramientas básicas: Universitat Autònoma de Barcelona
  • Portfolio Diversification using Correlation Matrix: Coursera
  • DaVinci Resolve: Skillshare
  • Preparing for Your Professional Cloud Security Engineer Journey: Google Cloud
  • Java in Machine Learning: Board Infinity
  • Mastering Digital Twins: 28DIGITAL

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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