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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


  • U

    University of California, Irvine

    Introduction to Computer Information Systems

    Skills you'll gain: Systems Development, Systems Development Life Cycle, Agile Methodology, Software Development Life Cycle, Productivity Software, Risk Management Framework, digital literacy, Systems Design, Network Security, Computer Hardware, Agile Project Management, Hardware Architecture, Computer Systems, Software Design, Data Security, Risk Management, System Design and Implementation, TCP/IP, Information Technology, Productivity

    4.6 stars, 362 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (362) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Foundations of No-Code AI for Real-World Applications

    Skills you'll gain: Data Ethics, No-Code Development, Data Cleansing, Data Preprocessing, Artificial Intelligence, AI literacy, Business Solutions, Machine Learning, Business Metrics, Data Storytelling, Responsible AI, User Experience Design, Generative AI, Business Analytics, Compliance Auditing, Regulation and Legal Compliance, Application Deployment, Data Validation, Dashboard, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering NLP: Foundations, ML & LLMs

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    Emory University

    Introduction to Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Social Media, Marketing Analytics, Social Media Management, Customer Analysis, Consumer Behaviour, Data Mining, Customer Insights, Market Analysis, Data Analysis Software, Trend Analysis, Research, Peer Review

    4.3 stars, 112 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.3 (112) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Copenhagen Business School

    The Neuromarketing Toolbox

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Market Research, Magnetic Resonance Imaging, Marketing, Sensory Systems Analysis, Neurology, Science and Research, Experimentation, Marketing Strategy and Techniques, Research Methodologies, Research Design, Data Collection, Analysis, Anatomy, Decision Making, Electrophysiology, Psychology

    4.7 stars, 201 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (201) · Beginner · Course · 1 - 3 Months

  • R

    Rice University

    Physics 102 - Electric Charges and Fields

    Skills you'll gain: electromagnetics, Electrical Engineering, Physics, Mechanics, Electrical Systems, Calculus, Integral Calculus, Engineering Calculations, Scientific Visualization, Mathematical Modeling, Problem Solving, Applied Mathematics

    4.6 stars, 206 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Developing a Google SRE Culture

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Safety Culture, Culture Transformation, Continuous Deployment, Continuous Integration, CI/CD, Service Level, Data-Driven Decision-Making, Organizational Structure, Incident Management, Automation, Program Implementation, Goal Setting

    4.7 stars, 925 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (925) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Chip based VLSI design for Industrial Applications

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Electronic Systems, Electronic Hardware, Electronics, Hardware Design, Electronics Engineering, Serial Peripheral Interface, Electrical and Computer Engineering, Computational Logic, Microarchitecture, Electrical Engineering, Computer Architecture, Schematic Diagrams, Semiconductors, Hardware Architecture, Electronic Components, Internet Of Things, Verification And Validation, Simulation and Simulation Software, Design Software

    4.5 stars, 199 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (199) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SIEM Splunk Hands-On Guide

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Computer Security Incident Management, Cybersecurity, Interactive Data Visualization, Data Manipulation

    4.7 stars, 511 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (511) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • N

    Nikolai Schuler

    Microsoft Power BI Service - Publishing Reports to the Cloud

    Skills you'll gain: Power BI, Collaborative Software, Management Reporting, Data Sharing, Cloud Services, Data Access, Data Maintenance, Security Controls, Role-Based Access Control (RBAC), Authorization (Computing), Data Security, Business Intelligence, Business Intelligence Software, Data Visualization, Identity and Access Management, Data Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Cómo manejar datos faltantes

    Skills you'll gain: Sampling (Statistics), Data Analysis Software, Stata, Statistical Programming, Statistical Analysis, Statistical Software, Statistical Methods, Regression Analysis, Data Integrity, R (Software), R Programming, Statistical Modeling, Probability & Statistics, Logistic Regression

    Mixed · Course · 1 - 3 Months

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

  • Introduction to Computer Information Systems: University of California, Irvine
  • Foundations of No-Code AI for Real-World Applications: LearnQuest
  • Mastering NLP: Foundations, ML & LLMs: Packt
  • Introduction to Social Media Analytics: Emory University
  • The Neuromarketing Toolbox: Copenhagen Business School
  • Physics 102 - Electric Charges and Fields: Rice University
  • Developing a Google SRE Culture: Google Cloud
  • Chip based VLSI design for Industrial Applications: L&T EduTech
  • SIEM Splunk Hands-On Guide: EDUCBA
  • Auto Machine Learning (AutoML) Using AutoGluon: Coursera

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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