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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 Virginia

    Marketing Analytics

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Effectiveness, Marketing Strategies, Regression Analysis, Marketing Budgets, Data-Driven Decision-Making, Branding, Brand Management, Resource Allocation, Customer Analysis, Customer Insights, Brand Awareness, Predictive Analytics, Brand Strategy, Statistical Analysis, A/B Testing, Consumer Behaviour, Return On Investment, Statistical Methods

    4.7 stars, 6.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (6.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • F

    Fractal Analytics

    Insights of Power BI

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Visualization Software, Data Visualization, Data Transformation, Data Cleansing, Business Intelligence, Data Manipulation, Star Schema, Dashboard, Business Intelligence Software, Data Analysis, Dashboard Creation, Report Writing

    4.6 stars, 56 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (56) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    C, Go, and C++: A Comprehensive Introduction to Programming

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Software Design Patterns, Debugging, Computer Programming, Unit Testing, C (Programming Language), Software Design, Program Development, Algorithms, Graph Theory, Software Testing, Code Reusability, Memory Management, C and C++

    4.5 stars, 9.6K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (9.6K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2 stars, 15 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.2 (15) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI and Climate Change

    Skills you'll gain: Fine-tuning, Model Training, Model Evaluation, Climate Change Adaptation, Applied Machine Learning, Image Analysis, Environmental Monitoring, Convolutional Neural Networks, Artificial Intelligence, Climate Change Mitigation, Artificial Neural Networks, Environmental Issue, Machine Learning Methods, Data Processing, Forecasting, Computer Vision, Predictive Modeling, Supervised Learning

    4.8 stars, 144 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google

    Sound the Alarm: Detection and Response

    Skills you'll gain: Intrusion Detection and Prevention, Incident Response, Computer Security Incident Management, Endpoint Detection and Response, Threat Detection, Event Monitoring, Security Information and Event Management (SIEM), Incident Management, Cyber Threat Intelligence, Continuous Monitoring, Security Controls, Network Security, Network Monitoring, Splunk, Network Analysis, TCP/IP, Network Protocols, Document Management, Query Languages

    4.8 stars, 3.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Georgia Institute of Technology

    Introduction to User Experience Design

    Skills you'll gain: User Experience Design, Prototyping, User Experience, User Centered Design, User Interface and User Experience (UI/UX) Design, Usability, Requirements Analysis, UI/UX Research, Requirements Elicitation, User Interface (UI), Design Research, Interaction Design, User Interface (UI) Design, Usability Testing, User Research

    4.6 stars, 9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Model Evaluation, Computer Vision, Convolutional Neural Networks, Google Cloud Platform, Tensorflow, Image Analysis, Model Optimization, Model Training, Applied Machine Learning, Transfer Learning, Model Deployment, AI Workflows, Artificial Neural Networks, Deep Learning, Fine-tuning, Machine Learning Methods, Data Preprocessing

    4.6 stars, 549 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (549) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Advanced Business Analytics Capstone

    Skills you'll gain: Data Presentation, Data Cleansing, Data Visualization Software, Predictive Analytics, Predictive Modeling, Business Analytics, Analytics, Financial Analysis, Advanced Analytics, Data Preprocessing, Financial Data, Technical Communication, Investment Management, Model Evaluation, Portfolio Management, Model Optimization, Regression Analysis

    4.3 stars, 91 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (91) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Digital Transformation Using AI/ML with Google Cloud

    Skills you'll gain: Business Transformation, Innovation, Digital Transformation, Data Ethics, Cloud Infrastructure, Cloud Platforms, Google Cloud Platform, Culture Transformation, Cloud Services, Cloud Computing, Technology Strategies, Cloud Computing Architecture, Cloud Security, Cloud Deployment, Data Mapping, Applied Machine Learning, Model Training, Cloud Hosting, Image Analysis, Cloud Solutions

    4.7 stars, 7.6K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (7.6K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Adobe

    Adobe Graphic Designer: Design that Demands Attention

    Skills you'll gain: Adobe Express, Adobe Illustrator, Adobe Photoshop, Responsible AI, Logo Design, Digital Design, Layout Design, Generative AI, AI powered creativity, Usability, Graphic Design, Adobe Firefly, Document Control, User Interface and User Experience (UI/UX) Design, Visual Storytelling, Design Software, Visual Design, Packaging and Labeling, Branding, Storytelling

    4.7 stars, 3.2K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (3.2K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy

    4.5 stars, 58 reviews, Intermediate, Specialization, 3 - 6 Months

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

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

  • Marketing Analytics: University of Virginia
  • Insights of Power BI: Fractal Analytics
  • C, Go, and C++: A Comprehensive Introduction to Programming: University of California, Santa Cruz
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • AI and Climate Change: DeepLearning.AI
  • Sound the Alarm: Detection and Response: Google
  • Introduction to User Experience Design: Georgia Institute of Technology
  • Computer Vision Fundamentals with Google Cloud: Google Cloud
  • Advanced Business Analytics Capstone: University of Colorado Boulder
  • Digital Transformation Using AI/ML with Google Cloud: Google Cloud

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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