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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


  • I

    IBM

    Generative AI: Elevate your Software Development Career

    Skills you'll gain: Data Ethics, Generative AI, Software Design, Software Architecture, Continuous Integration, Software Design Patterns, Software Development, LLM Application, Application Security, Software Engineering, Debugging, DevSecOps

    4.5
    Rating, 4.5 out of 5 stars
    ·
    241 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Introduction to RNN and DNN

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

    Intermediate · Specialization · 3 - 6 Months

  • R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    384 reviews

    Intermediate · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Initiation à la programmation (en Java)

    Skills you'll gain: Programming Principles, Java Programming, Java, Computer Programming, Data Structures, Development Environment, Problem Solving, Algorithms, Eclipse (Software), Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    435 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Erasmus University Rotterdam

    Studying Cities: Social Science Methods for Urban Research

    Skills you'll gain: Scientific Methods, Surveys, Research, Research Methodologies, Data Collection, Research Design, Data Analysis, Qualitative Research, Statistical Analysis, Social Sciences, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    233 reviews

    Mixed · Course · 1 - 3 Months

  • E

    ESSEC Business School

    Demand management: Breaking down today’s commercial silos

    Skills you'll gain: Revenue Management, Hospitality Management, Digital Marketing, Data-Driven Decision-Making, Demand Generation, Hotel Operations, Asset Management, Marketing, Customer Demand Planning, Forecasting, Business Valuation, Return On Investment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    373 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    IIMA - IIM Ahmedabad

    Supply Chain Digitization: Strategy and Design

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Supply Chain Systems, Transportation Management, Digital Transformation, Transportation Operations, Logistics Management, Logistics, Business Technologies, Inventory and Warehousing, Business Analytics, Data-Driven Decision-Making, Order Fulfillment, Warehouse Management, Warehouse Operations, Operational Efficiency, Process Optimization, Strategic Thinking, Customer experience improvement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 3 Months

  • R

    Rice University

    Concurrent Programming in Java

    Skills you'll gain: Java Programming, Java, Data Structures, System Programming, Programming Principles, Debugging, Algorithms, Performance Testing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    664 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Sesenta años de inteligencia artificial

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Data Ethics, Liberal Arts, Social Sciences, Social Impact, Emerging Technologies, Human Computer Interaction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    483 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Intro to TensorFlow em Português Brasileiro

    Skills you'll gain: Model Deployment, Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Deep Learning, Data Manipulation, Machine Learning Methods, Data Preprocessing, Data Pipelines, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI: Elevate your Software Development Career: IBM
  • Introduction to RNN and DNN: Packt
  • Predicting Extreme Climate Behavior with Machine Learning : University of Colorado Boulder
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Algorithmic Thinking (Part 1): Rice University
  • Initiation à la programmation (en Java): École Polytechnique Fédérale de Lausanne
  • Studying Cities: Social Science Methods for Urban Research: Erasmus University Rotterdam
  • Demand management: Breaking down today’s commercial silos: ESSEC Business School
  • Supply Chain Digitization: Strategy and Design: IIMA - IIM Ahmedabad
  • Concurrent Programming in Java: Rice 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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