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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


  • J

    Johns Hopkins University

    Multiple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Regression Analysis, Logistic Regression, Statistical Methods, Public Health, Statistical Analysis, Statistical Inference, Statistical Modeling, Predictive Modeling, Quantitative Research, Data Analysis, Statistical Hypothesis Testing, Model Evaluation

    4.8 stars, 331 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (331) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Conditional Formatting, Tables and Charts in Microsoft Excel

    Skills you'll gain: Data Visualization, Microsoft Excel, Trend Analysis, Statistical Visualization, Pivot Tables And Charts, Data Visualization Software, Data Presentation, Spreadsheet Software, Plot (Graphics), Market Trend, Data Analysis, Exploratory Data Analysis

    4.7 stars, 265 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (265) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • U

    Universidad Nacional Autónoma de México

    Periodismo digital y combate a las fake news

    Skills you'll gain: Journalism, Research, Investigation, Media and Communications, digital literacy, Writing, Interviewing Skills, Data Security, Report Writing, Community Outreach, Public Affairs, Cybersecurity, Storytelling, Ethical Standards And Conduct, Fraud detection, Diversity Awareness, Editing

    4.9 stars, 669 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (669) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Advanced Deep Learning Architectures

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Autoencoders, Model Optimization, Vision Transformer (ViT), Artificial Neural Networks, Model Deployment, Model Training, Deep Learning, Recurrent Neural Networks (RNNs), Embeddings, PyTorch (Machine Learning Library), Large Language Modeling, AI Enablement, Artificial Intelligence

    Advanced · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Learning Deep Learning

    Skills you'll gain: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Model Optimization, Tensorflow, LLM Application, Transfer Learning, Computer Vision, Responsible AI, Generative Model Architectures, Model Training, Natural Language Processing, Embeddings, Generative AI, Artificial Neural Networks

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Security Fundamentals and Identity Management

    Skills you'll gain: Cryptography, Encryption, Risk Management Framework, Multi-Factor Authentication, Cyber Attacks, Cybersecurity, Identity and Access Management, Authentications, Security Controls, Threat Management, Data Security, Information Privacy, Cyber Risk, Authorization (Computing)

    4.6 stars, 44 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (44) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    4.7 stars, 244 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (244) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Planet Earth...and You!

    Skills you'll gain: Spatial Data Analysis, Geospatial Information and Technology, Environment and Resource Management, Environmental Science, Geographic Information Systems, Oil and Gas, Natural Resource Management, Sustainable Systems, Petroleum Industry, Physical Science, Environment, Hazard Analysis

    4.9 stars, 541 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (541) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Develop a Company Website with Wix

    Skills you'll gain: Event Management, Blogs, Web Presence, Content Management, Photo Editing, Editing, Writing and Editing, Web Design, Digital Publishing, Web Design and Development, No-Code Development, User Accounts, Brand Management, Drive Engagement, Digital Marketing, Public Relations

    4.6 stars, 1.3K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (1.3K) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • S

    STARWEAVER

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic Workflows, AI Workflows, Agentic systems, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Artificial Intelligence, AI Integrations, Large Language Modeling, Model Deployment, Responsible AI, Retrieval-Augmented Generation, Application Deployment, Collaboration, Data Integration, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Secure Access with Azure Active Directory

    Skills you'll gain: Azure Active Directory, Active Directory, Microsoft Azure, Multi-Factor Authentication, Authentications, User Accounts, Role-Based Access Control (RBAC), Authorization (Computing), Identity and Access Management, User Provisioning, Cloud Security, Single Sign-On (SSO), Hybrid Cloud Computing, Self Service Technologies

    4.5 stars, 103 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (103) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, Fine-tuning, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Model Optimization, Embeddings, OpenAI, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • Multiple Regression Analysis in Public Health: Johns Hopkins University
  • Conditional Formatting, Tables and Charts in Microsoft Excel: Coursera
  • Periodismo digital y combate a las fake news: Universidad Nacional Autónoma de México
  • Advanced Deep Learning Architectures: Edureka
  • Learning Deep Learning: Pearson
  • Security Fundamentals and Identity Management: Packt
  • First Principles of Computer Vision: Columbia University
  • Planet Earth...and You!: University of Illinois Urbana-Champaign
  • Develop a Company Website with Wix: Coursera
  • GenAI Foundations and AI Agents Development: STARWEAVER

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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