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  • Data Mining

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
    U

    University of Minnesota

    Matrix Methods

    Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Numerical Analysis, Statistical Methods, Regression Analysis, Mathematical Modeling, Applied Mathematics, Solution Design, Applied Machine Learning, Data Manipulation, Algorithms, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    249 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Analíticas y Métricas de Marketing

    Skills you'll gain: Web Analytics, Google Analytics, Marketing Analytics, Marketing Effectiveness, Content Performance Analysis, Digital Marketing, Target Audience, Marketing Strategies, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Competitive Analysis, User Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    231 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Accounting Operations & Automation

    Skills you'll gain: Cash Flow Forecasting, Variance Analysis, Bookkeeping, Reconciliation, QuickBooks (Accounting Software), Invoicing, Cash Flows, Financial Analysis, Auditing, Process Optimization, Document Management, Microsoft Excel, Data Transformation, Financial Reporting, Compliance Reporting, Compliance Management, AI Enablement, Automation, Data Validation, Process Engineering

    3.6
    Rating, 3.6 out of 5 stars
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    18 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Networking and Security in iOS Applications

    Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, JSON, Objective-C (Programming Language), OAuth, Authentications, Mobile Development, Single Sign-On (SSO), Secure Coding, Data Store, Cryptographic Protocols, Application Security, Data Persistence

    4.5
    Rating, 4.5 out of 5 stars
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    255 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Generative AI for Developers: Unit 1

    Skills you'll gain: Responsible AI, Application Development, Generative AI, Web Applications, Full-Stack Web Development, GitHub, Integrated Development Environments, Development Environment, Front-End Web Development, Back-End Web Development, Prompt Engineering, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Marketing Mix Implementation Capstone

    Skills you'll gain: Strategic Decision-Making, Brand Management, Marketing Strategies, Strategic Marketing, Branding, Data-Driven Decision-Making, Marketing Communications, Product Management, Product Marketing, Marketing, Consumer Behaviour, Marketing Channel, Go To Market Strategy, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
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    130 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    2

    28DIGITAL

    Privacy in the Western World

    Skills you'll gain: Personally Identifiable Information, Information Privacy, Law, Regulation, and Compliance, Data Ethics, International Relations, Cybersecurity, World History, European History, Research, Political Sciences

    4.5
    Rating, 4.5 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    GPU Clusters & Containers

    Skills you'll gain: Model Deployment, Containerization, Application Deployment, MLOps (Machine Learning Operations), AI Orchestration, Docker (Software), Kubernetes, AI Workflows, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Las estaciones del año y el clima

    Skills you'll gain: Environmental Issue, Physical Science, Climate Change Adaptation, Environment, Climate Change Mitigation, Geographic Information Systems, Environmental Science, Physics, Simulation and Simulation Software, Experimentation, Mathematical Modeling, Scientific Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    381 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Infosec

    OWASP Top 10 - Welcome and Risks 1-5

    Skills you'll gain: Open Web Application Security Project (OWASP), Vulnerability Assessments, Application Security, Vulnerability Management, Secure Coding, Hardening, Security Controls, Cybersecurity, Authorization (Computing), Cryptography, System Configuration, Encryption

    4.5
    Rating, 4.5 out of 5 stars
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    74 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Business Intelligence and Visual Analytics

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Business Reporting, SAS (Software), Interactive Data Visualization, Cloud Computing Architecture, Data Storytelling, Business Intelligence, Business Analytics, Data Warehousing, Cloud Computing, Big Data, Machine Learning, Data Import/Export

    4.1
    Rating, 4.1 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Matrix Methods: University of Minnesota
  • Analíticas y Métricas de Marketing: Tecnológico de Monterrey
  • Accounting Operations & Automation: Coursera
  • Networking and Security in iOS Applications: University of California, Irvine
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • Generative AI for Developers: Unit 1: Pearson
  • Marketing Mix Implementation Capstone : IE Business School
  • Privacy in the Western World: 28DIGITAL
  • GPU Clusters & Containers: Coursera
  • Las estaciones del año y el clima: Universidad Nacional Autónoma de México

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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