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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: Preview
    Preview
    N

    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Optimizing Performance of LookML Queries

    Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Applied Machine Learning, Deep Learning, C and C++, Memory Management, Performance Tuning, C++ (Programming Language), Dataflow, Digital Signal Processing, Linear Algebra, Distributed Computing, Hardware Architecture, Programming Principles, Computer Architecture, System Programming, Program Development, Machine Learning

    Build toward a degree

    2.9
    Rating, 2.9 out of 5 stars
    ·
    208 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Exploring the Public Cryptocurrency Datasets Available in BigQuery

    Skills you'll gain: SQL, Big Data, Data Validation, Query Languages, Blockchain

    Advanced · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of California, Santa Cruz

    AI, Empathy & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Machine Learning Methods, Network Model, Deep Learning, Machine Learning, Generative Model Architectures, Empathy & Emotional Intelligence, Law, Regulation, and Compliance, Policy Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    483 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Excel 365 Fundamentals – Getting Started and Core Skills

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Collaborative Software, Presentations, Data Visualization, Microsoft Teams, Organizational Skills, Data Management, Data Sharing

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Excel Charts and Pivot Tables

    Skills you'll gain: Spreadsheet Software, Data Visualization, Plot (Graphics), Data Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Online Advertising, Marketing Planning, ChatGPT, Branding, Marketing Strategies, Design Thinking, Keyword Research, Brand Marketing, AI Product Strategy, LLM Application, Brand Awareness, Brand Strategy, Digital Marketing, Generative AI, Personalized Service, AI Personalization, Customer Communications Management, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    157 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    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, Text Mining, Classification Algorithms, Model Training

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universitat Autònoma de Barcelona

    Diseño y Creación de videojuegos

    Skills you'll gain: 3D Modeling, Video Game Development, Game Design, Animation and Game Design, Unity Engine, 3D Assets, Peer Review, User Interface (UI) Design, User Interface (UI), Computer Graphics, Animations, Visualization (Computer Graphics), Software Design Documents, Design, Experience Design, Design Elements And Principles, Music, UI Components, Computer Graphic Techniques, Interactive Design

    4.4
    Rating, 4.4 out of 5 stars
    ·
    920 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    More C# Programming and Unity

    Skills you'll gain: Unity Engine, Data Structures, C# (Programming Language), Video Game Development, Data Storage, C and C++, Game Design, Computer Programming, Programming Principles, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    626 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Security Operations Center (SOC)

    Skills you'll gain: Cyber Operations, Security Information and Event Management (SIEM), Threat Management, Threat Detection, Security Management, Cybersecurity, Information Technology Operations, Cyber Threat Intelligence, Cyber Attacks, Computer Security Incident Management, Security Controls, Data Analysis Software, Incident Response, Event Monitoring, IT Automation, Incident Management, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    366 reviews

    Mixed · Course · 1 - 3 Months

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

  • Engineering Probability and Statistics Part 1: Northeastern University
  • Optimizing Performance of LookML Queries: Google Cloud
  • GPU Programming: Johns Hopkins University
  • Exploring the Public Cryptocurrency Datasets Available in BigQuery: Google Cloud
  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Excel 365 Fundamentals – Getting Started and Core Skills: Packt
  • Excel Charts and Pivot Tables: Packt
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Natural Language Processing - Deep Learning Models in Python: Packt
  • Diseño y Creación de videojuegos: Universitat Autònoma de Barcelona

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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