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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


  • C

    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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

    Pearson

    CISA Certified Information Systems Auditor: Unit 2

    Skills you'll gain: Enterprise Risk Management (ERM), IT Management, Information Technology, Risk Management, Compliance Management, Risk Mitigation, Data Governance, Law, Regulation, and Compliance, Regulatory Compliance, Regulatory Requirements, Patch Management, Governance, Vulnerability Management, Data Ethics, Data Storage, Vendor Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Continuous Monitoring with Jenkins & Best Practices

    Skills you'll gain: Jenkins, Continuous Integration, Ansible, Docker (Software), DevOps, Devops Tools, Continuous Delivery, SonarQube, Software Configuration Management, Continuous Deployment, Continuous Monitoring, Configuration Management, Containerization, Disaster Recovery, Key Management, Authentications, Authorization (Computing), Security Management

    4.6 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Create surveys with Qualtrics

    Skills you'll gain: Survey Creation, Customer Retention, Customer Insights, Business Research, Customer Data Management, User Feedback, Customer experience improvement

    4.3 stars, 15 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (15) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    AI Agents in Healthcare and Capstone

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Agentic Workflows, Generative AI Agents, Artificial Intelligence, Healthcare Ethics, Healthcare Project Management, Health Equity, AI Workflows, AI Integrations, Health Technology, Solution Design

    4.9 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Fundamentos de sistemas recomendadores

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Methods, Predictive Modeling, Machine Learning, Dimensionality Reduction, Machine Learning Algorithms, Unsupervised Learning, Text Mining

    4.7 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (6) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Traffic Flow Optimization, Transportation Operations, Civil Engineering, Network Routing, Supply And Demand, Systems Thinking, Network Analysis, Network Model, Mathematical Modeling, Behavioral Economics, Economics, Algorithms, Model Optimization

    4.9 stars, 57 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • T

    Technical University of Denmark (DTU)

    Ash-Related Operational Challenges in Energy Utilization of Sustainable Fuels

    Skills you'll gain: Energy and Utilities, Chemistry, Sustainable Engineering, Sustainable Development, Plant Operations and Management, Chemical Engineering, Process Engineering, Thermal Management, Environmental Engineering, Analytical Chemistry, Materials science, Analytical Testing, Laboratory Research, Engineering Calculations, Mathematical Modeling, Experimentation

    4.8 stars, 27 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (27) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Universidad Nacional de Colombia

    Identidad digital: ¿Cómo tener visibilidad académica?

    Skills you'll gain: Data Ethics, Web Presence, Research, Personally Identifiable Information, Science and Research, Data Sharing, Identity and Access Management, digital literacy, User Accounts, Collaborative Software, Ethical Standards And Conduct, Higher Education, Information Privacy, Content Management, Authentications

    5 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (13) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Introducing Multimodal Llama 3.2

    Skills you'll gain: Tool Calling, LLM Application, Multimodal Prompts, Prompt Patterns, Prompt Engineering, Token Optimization, Large Language Modeling

    4.5 stars, 13 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.5 (13) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • N

    Northeastern University

    Deep Learning for AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Multimodal Prompts, Large Language Modeling, Deep Learning, Recurrent Neural Networks (RNNs), Responsible AI, Embeddings, Musical Composition, Music, Autoencoders, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Classify Text into Categories with the Natural Language API

    Skills you'll gain: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Application Programming Interface (API), Data Analysis, Cloud Platforms

    Intermediate · Project · Less Than 2 Hours

1…714715716…834

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

  • Nail Regression & Classification: Coursera
  • CISA Certified Information Systems Auditor: Unit 2: Pearson
  • Continuous Monitoring with Jenkins & Best Practices: LearnKartS
  • Create surveys with Qualtrics: Coursera
  • AI Agents in Healthcare and Capstone: University of Colorado System
  • Fundamentos de sistemas recomendadores: Pontificia Universidad Católica de Chile
  • ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.: Pontificia Universidad Católica de Chile
  • Ash-Related Operational Challenges in Energy Utilization of Sustainable Fuels: Technical University of Denmark (DTU)
  • Identidad digital: ¿Cómo tener visibilidad académica?: Universidad Nacional de Colombia
  • Introducing Multimodal Llama 3.2: DeepLearning.AI

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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