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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


  • U

    University of California, Irvine

    Strategies for Converting and Retaining Customers Online

    Skills you'll gain: Pay Per Click Advertising, Search Engine Marketing, Customer Retention, Digital Marketing, Search Engine Optimization, Keyword Research, Digital Advertising, Marketing Strategies, Marketing, Customer Acquisition Management, Web Analytics and SEO, Content Marketing, Lead Generation, Target Audience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    117 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, ChatGPT, Generative Adversarial Networks (GANs), Responsible AI, Tool Calling, Context Management, Data Ethics, Large Language Modeling, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • P

    Peking University

    计算机辅助翻译原理与实践 Principles and Practice of Computer-Aided Translation

    Skills you'll gain: Language Interpretation, Translation, and Studies, Quality Assurance, Document Management, Natural Language Processing, Multilingualism, Vocabulary, File Management, Data Import/Export, Information Technology, Software Installation, Database Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    83 reviews

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Octave for Machine Learning: Analyze & Visualize

    Skills you'll gain: Text Mining, Statistical Analysis, Data Visualization, Descriptive Statistics, Data Analysis, Computer Programming, Mathematical Software, Data Preprocessing, Data Manipulation, Linear Algebra, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Profit Analysis using Economic Value Added

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Return On Investment, Profit and Loss (P&L) Management, Financial Modeling, Performance Metric, Accounting, Finance, Operating Expense, Investments

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EC-Council

    Information Security Fundamentals

    Skills you'll gain: Cryptography, Encryption, Systems Development Life Cycle, Human Factors (Security), Security Awareness, Cybersecurity, Cyber Attacks, Cyber Security Policies, Threat Detection, ISO/IEC 27001, Security Controls, Computer Security, Network Security, Risk Management Framework, Information Systems, General Data Protection Regulation (GDPR)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Harnessing Open Source LLMs and ChatGPT with Minimal Code

    Skills you'll gain: ChatGPT, OpenAI API, Model Deployment, LLM Application, Tool Calling, Large Language Modeling, Prompt Engineering, Application Programming Interface (API), No-Code Development, Python Programming, Software Installation, Open Source Technology, Development Environment, Data Science

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Block Cipher Modes of Operation Training

    Skills you'll gain: Encryption, Cryptography, Security Engineering, Data Security, Cybersecurity

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy

    Advanced · Course · 3 - 6 Months

  • T

    Tecnológico de Monterrey

    Física: Vectores, Trabajo y Energía

    Skills you'll gain: Calculus, Applied Mathematics, Physics, Geometry, Visualization (Computer Graphics), Graphing, Mathematical Modeling, Trigonometry

    4.2
    Rating, 4.2 out of 5 stars
    ·
    182 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, AI Enablement, Google Cloud Platform, Google Workspace, AI Orchestration, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Artificial Intelligence, Unstructured Data, Continuous Improvement Process, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
    ·
    182 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Strategies for Converting and Retaining Customers Online: University of California, Irvine
  • Introduction to Generative AI: University of Colorado Boulder
  • Deep Learning with TensorFlow: Build Neural Networks: EDUCBA
  • 计算机辅助翻译原理与实践 Principles and Practice of Computer-Aided Translation: Peking University
  • Octave for Machine Learning: Analyze & Visualize: EDUCBA
  • Profit Analysis using Economic Value Added: Coursera
  • Information Security Fundamentals: EC-Council
  • Harnessing Open Source LLMs and ChatGPT with Minimal Code: Packt
  • Block Cipher Modes of Operation Training: Simplilearn
  • Advanced Generative Adversarial Networks (GANs): Packt

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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