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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: Free Trial
    Free Trial
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    Coursera

    AI for Business: Generation & Prediction

    Skills you'll gain: Responsible AI, AI Enablement, Generative AI, Data Ethics, Artificial Intelligence, Financial Forecasting, Business Ethics, Digital Transformation, Content Creation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    126 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Illinois Tech

    Artificial Intelligence

    Skills you'll gain: Responsible AI, Machine Learning Methods, Data Ethics, Artificial Intelligence, Machine Learning Algorithms, Generative AI, AI Product Strategy, Machine Learning, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, OpenAI, Anthropic Claude, Supervised Learning, AI Integrations, Market Intelligence, ChatGPT, Emerging Technologies, Deep Learning, Human Factors

    4.4
    Rating, 4.4 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    Universitat de Barcelona

    Strategies for winning. Meteorology in a round the world regatta

    Skills you'll gain: Physical Science, Safety Assurance, Mathematical Modeling, Predictive Modeling, Time Series Analysis and Forecasting, Simulation and Simulation Software, Telecommunications, Communication Systems, Decision Support Systems

    4.5
    Rating, 4.5 out of 5 stars
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    145 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Linux Cloud and DevOps

    Skills you'll gain: Version Control, Git (Version Control System), Linux, Cloud Computing Architecture, DevOps, Development Environment, Application Deployment, Virtualization, Cloud Computing, Linux Administration, Devops Tools, Cloud Infrastructure, Containerization, Cloud Platforms, Infrastructure As A Service (IaaS), Software Versioning, Virtualization and Virtual Machines, Software As A Service, Virtual Networking, Virtual Machines

    4.4
    Rating, 4.4 out of 5 stars
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    162 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    École Polytechnique Fédérale de Lausanne

    Functional Programming Principles in Scala (Scala 2 version)

    Skills you'll gain: Scala Programming, Programming Principles, Data Structures, Functional Design, Object Oriented Programming (OOP), Object Oriented Design, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
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    65 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    P

    Packt

    CISA: Certified Information Systems Auditor

    Skills you'll gain: Audit Planning, Service Level Agreement, Data Governance, Systems Development Life Cycle, Data Loss Prevention, Security Testing, Network Security, Software Development Life Cycle, IT Management, Systems Development, Incident Management, IT General Controls (ITGC), Problem Management, Control Objectives for Information and Related Technology (COBIT), Cryptography, Cloud Management, Generally Accepted Auditing Standards, Software Development Methodologies, Auditing, Internal Controls

    4.7
    Rating, 4.7 out of 5 stars
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    68 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Institut Mines-Télécom

    Digital Business - Understand the digital world

    Skills you'll gain: Digital Transformation, Digital Assets, Business Transformation, Entrepreneurship, Emerging Technologies, Innovation, digital literacy, Business Strategies, Business Modeling, Action Oriented, Market Dynamics, Network Model, Agile Methodology, Product Planning

    4.6
    Rating, 4.6 out of 5 stars
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    152 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Research, Scientific Visualization, Laboratory Equipment, Chemistry, Physics, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    126 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Decision Intelligence, Anomaly Detection, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Physical Science, Machine Learning Algorithms, Natural Resource Management

    4.8
    Rating, 4.8 out of 5 stars
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    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Generative Model Architectures, Model Training, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Blockchain

    Skills you'll gain: Blockchain, Cryptography, Cryptographic Protocols, Encryption, FinTech, Data Sharing, Public Key Infrastructure, Transaction Processing, Key Management, Fraud detection, Distributed Computing, Payment Systems, Data Integrity, Network Model, Emerging Technologies, Digital Assets, Authentications, Data Security, Information Privacy, Digital Transformation

    4.1
    Rating, 4.1 out of 5 stars
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    234 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    MongoDB Tutorial for Beginners (2024)

    Skills you'll gain: Query Languages, MySQL, SQL, Database Development, Databases, Relational Databases, Performance Tuning, Software Installation, Data Management, System Configuration

    Beginner · Course · 1 - 3 Months

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

  • AI for Business: Generation & Prediction: Coursera
  • Artificial Intelligence: Illinois Tech
  • Strategies for winning. Meteorology in a round the world regatta : Universitat de Barcelona
  • Linux Cloud and DevOps: LearnQuest
  • Functional Programming Principles in Scala (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • CISA: Certified Information Systems Auditor: Packt
  • Digital Business - Understand the digital world: Institut Mines-Télécom
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • AI & ML Applications in Oil and Gas Industry: L&T EduTech
  • Introduction to Transformer Models for NLP: Unit 2: Pearson

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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