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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


  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Web Frameworks, Version Control, Web Development Tools, Agile Software Development, Git (Version Control System), Software Engineering, Data Store, Web Design and Development, Web Development, Software Development, Agile Methodology, Database Development, User Interface (UI), Back-End Web Development, Ruby on Rails, Javascript

    4.3 stars, 143 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (143) · Mixed · Course · 1 - 3 Months

  • M

    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, Data Import/Export, Image Quality, Matlab, Deep Learning, Software Visualization

    4.7 stars, 28 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Evaluate, Analyze, and Model Performance

    Skills you'll gain: Performance Metric, Predictive Modeling, Data-Driven Decision-Making, Failure Analysis, Statistical Analysis, Statistical Hypothesis Testing, Sampling (Statistics)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing

    5 stars, 19 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (19) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Amsterdam

    Methods and Statistics in Social Science - Final Research Project

    Skills you'll gain: Statistical Analysis, Research, Science and Research, Research Reports, Data Analysis, Research Design, Scientific Methods, Data Collection, Research Methodologies, Research and Design, Report Writing, Experimentation, Social Sciences

    4.4 stars, 71 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (71) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Algorithmic Trading

    Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Research Reports, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management

    4.4 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (15) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Training, Data Processing, Model Deployment, Data Transformation, Deep Learning, Model Optimization, Applied Machine Learning, Cloud Deployment, Artificial Neural Networks, AI Workflows

    3.4 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.4 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Digital Marketing Specialists

    Skills you'll gain: Generative AI, Data-Driven Marketing, Marketing Analytics, Data Ethics, Brand Strategy, Content Creation, Content Marketing, Responsible AI, Brand Management, Branding, Data Analysis

    4.5 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Sentiment Analysis with RNNs in Keras

    Skills you'll gain: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Model Training, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Data Analysis

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Encryption and Cryptography Essentials

    Skills you'll gain: Public Key Infrastructure, Encryption, Cryptography, Cybersecurity, Data Security, Cryptographic Protocols, Advanced Encryption Standard (AES), Key Management, Data Encryption Standard, Blockchain, Algorithms, Authentications, Data Integrity

    4.9 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico
  • Medical Image Processing: MathWorks
  • Advanced RNN Concepts and Projects: Packt
  • Evaluate, Analyze, and Model Performance: Coursera
  • PyTorch: Techniques and Ecosystem Tools: DeepLearning.AI
  • Methods and Statistics in Social Science - Final Research Project: University of Amsterdam
  • GenAI for Algorithmic Trading: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud
  • GenAI for Digital Marketing Specialists: Coursera
  • Sentiment Analysis with RNNs in Keras: EDUCBA

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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