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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


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    U

    Universidad Austral

    Fundamentos de la visualización de datos con Tableau

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Dashboard Creation, Tableau Software, Dashboard, Tree Maps, Data Presentation, Data Literacy, Data Analysis, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    72 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    U

    University of London

    Machine Learning for All

    Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Feature Engineering, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Data Literacy, Machine Learning Algorithms, AI literacy, Responsible AI, Data Collection

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    3.5K reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Blockchain Basics

    Skills you'll gain: Blockchain, Cryptography, Transaction Processing, Cryptographic Protocols, Network Protocols, Payment Systems, Distributed Computing, Virtual Environment, Data Integrity, Virtual Machines, Algorithms, Verification And Validation, User Accounts

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    7.8K reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    7K reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    95 reviews

    Advanced Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI API, AI Integrations, Large Language Modeling, LLM Application, Generative AI, Databases, OpenAI, Artificial Intelligence, Virtual Environment, System Configuration

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    69 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Generative AI, Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Model Training, Sampling (Statistics), Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    109 reviews

    Advanced Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Management Consulting

    Skills you'll gain: Data Cleansing, Presentations, Data Presentation, Consulting, Microsoft PowerPoint, Management Consulting, Executive Presence, Business Consulting, Excel Formulas, Benchmarking, Microsoft Excel, Proposal Writing, Storytelling, Data Storytelling, Analytical Skills, Proposal Development, Lean Six Sigma, Interviewing Skills, Six Sigma Methodology, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    2.5K reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: New
    New
    Status: Preview
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    K

    KodeKloud

    Apache Kafka: Security and Event-Driven Systems

    Skills you'll gain: Apache Kafka, Performance Tuning, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud-Native Computing, Data Pipelines, Event-Driven Programming, Amazon S3, Data Integration, Data Governance, Systems Architecture, Cloud Security, Scalability, DevOps, Real Time Data, Continuous Integration, Data Security, Resilience

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    Preview
    O

    O.P. Jindal Global University

    Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    Ā·
    9 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Model Training, Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Preprocessing, Data Import/Export, Machine Learning, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    114 reviews

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    40 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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

  • Fundamentos de la visualización de datos con Tableau:Ā Universidad Austral
  • Machine Learning for All:Ā University of London
  • Blockchain Basics:Ā University at Buffalo
  • Programming Fundamentals:Ā Duke University
  • Semantic Segmentation with Amazon Sagemaker:Ā Coursera
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases:Ā Scrimba
  • Probabilistic Deep Learning with TensorFlow 2:Ā Imperial College London
  • Management Consulting:Ā Emory University
  • Apache Kafka: Security and Event-Driven Systems:Ā KodeKloud
  • Machine Learning:Ā O.P. Jindal Global 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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