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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


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    IBM

    Generative AI for Executives and Business Leaders

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Responsible AI, AI Product Strategy, Data Ethics, Competitive Intelligence, AI Enablement, Generative AI, Risk Analysis, Hybrid Cloud Computing, Business Leadership, Risk Mitigation, Risking, Compliance Training, Strategic Thinking, Data Management, Strategic Leadership, AI literacy, Law, Regulation, and Compliance, Data Strategy

    4.6
    Rating, 4.6 out of 5 stars
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    746 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Edureka

    Responsible AI

    Skills you'll gain: Responsible AI, Incident Management, Governance, Incident Response, Data Governance, Compliance Management, Policy Development, Risk Management, Governance Risk Management and Compliance, Data Ethics, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality, Data Analysis, Data-Driven Decision-Making, Digital Analysis, Data Collection, Search Engine Optimization

    Beginner · Specialization · 1 - 3 Months

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    IBM

    FP&A Modeling: Variance Analysis & Forecasting

    Skills you'll gain: Financial Forecasting, Variance Analysis, Financial Data, Financial Modeling, Forecasting, Budgeting, Operating Budget, Revenue Forecasting, Financial Analysis, Management Reporting, Time Series Analysis and Forecasting, Analysis, Financial Planning, Statistical Analysis, Performance Measurement, Microsoft Excel, Performance Analysis, Performance Reporting, Statistical Methods, Financial Controls

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Java Concurrency, Performance, and Networking

    Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California San Diego

    Algorithms on Graphs

    Skills you'll gain: Graph Theory, Algorithms, Network Routing, Data Structures, Network Analysis, Network Model, Theoretical Computer Science

    4.7
    Rating, 4.7 out of 5 stars
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    2.3K reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Advanced Statistical Modeling Using SPSS

    Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Create Machine Learning Models in Microsoft Azure

    Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Convolutional Neural Networks, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Classification Algorithms, Applied Machine Learning, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Model Training, Transfer Learning, Databricks, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    332 reviews

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    The New Rules of Marketing & PR

    Skills you'll gain: Marketing Planning, Blogs, Marketing and Public Relations, Content Creation, Search Engine Marketing, Campaign Planning, Marketing Strategies, Marketing Effectiveness, Target Audience, Content Marketing, Media Relations, Data-Driven Marketing, Marketing, Digital Content, Social Media Marketing, Digital Marketing, Public Relations, Social Media, Business, Web Analytics and SEO

    Beginner · Specialization · 3 - 6 Months

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    University at Buffalo

    Digital Manufacturing & Design

    Skills you'll gain: Manufacturing and Production, Digital Transformation, Manufacturing Processes, Manufacturing Operations, Industrial Engineering, Production Process, Product Design, Automation, Digital Design, Digital Analysis, Safety and Security, Advanced Analytics, Technology Roadmaps, Cybersecurity, Big Data

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Amazon Web Services

    Building AI Agent Harnesses with Strands Agents

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Context Engineering, LLM Application, Model Context Protocol, Agentic systems, Tool Calling, Generative AI, Context Management, Application Deployment, Cloud Deployment, Model Evaluation, Memory Management, Data Persistence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    K

    Kennesaw State University

    Six Sigma Advanced Define and Measure Phases

    Skills you'll gain: Process Capability, Team Management, Team Performance Management, Statistical Process Controls, Team Building, Exploratory Data Analysis, Six Sigma Methodology, Probability & Statistics, Probability Distribution, Statistical Methods, Process Analysis, Data Literacy, Process Flow Diagrams, Statistical Analysis, Lean Six Sigma, Process Mapping, Correlation Analysis, Data Collection, Performance Measurement, Process Improvement and Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI for Executives and Business Leaders: IBM
  • Responsible AI: Edureka
  • FP&A Modeling: Variance Analysis & Forecasting: IBM
  • Java Concurrency, Performance, and Networking: Packt
  • Algorithms on Graphs: University of California San Diego
  • Advanced Methods in Machine Learning Applications: Johns Hopkins University
  • Apply Advanced Statistical Modeling Using SPSS: EDUCBA
  • Create Machine Learning Models in Microsoft Azure: Microsoft
  • The New Rules of Marketing & PR: John Wiley & Sons
  • Digital Manufacturing & Design: University at Buffalo

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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