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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Microsoft Copilot for Power BI: AI-Powered Report Insights

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard Creation, Dashboard, Data Modeling, Business Intelligence, Data Access, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Statistical Learning

    Skills you'll gain: Statistical Analysis, Data Analysis, Data Science, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Model Evaluation, Regression Analysis, Statistics, Machine Learning Methods, Machine Learning Algorithms, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Logistic Regression

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Usable Security

    Skills you'll gain: Human Factors (Security), Usability, Human Computer Interaction, Authentications, Security Engineering, Usability Testing, Interaction Design, User Interface (UI), Human Factors, Information Privacy, Cybersecurity, Personally Identifiable Information, User Interface (UI) Design, Multi-Factor Authentication, User Centered Design, Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Model Optimization, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Applied Mathematics, Python Programming, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    271 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of California, Santa Barbara

    Talent Retention and Inclusion

    Skills you'll gain: Employee Retention, Diversity Equity and Inclusion Initiatives, Workplace inclusivity, Employee Engagement, Diversity and Inclusion, Human Resource Strategy, Talent Management, Labor Compliance, Human Resources Management and Planning, Human Resources, Human Resource Policies, Compensation and Benefits, Law, Regulation, and Compliance, People Analytics, Driving engagement

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    IA Aplicada al Marketing y Growth Digital

    Skills you'll gain: Marketing Effectiveness, Performance Measurement, E-Commerce, Digital Media Strategy, Canva (Software), Marketing Strategies, Data-Driven Marketing, Target Audience, No-Code Development, Google Gemini, Digital Marketing, Marketing, Branding, Entrepreneurship, Artificial Intelligence, Business Modeling, Business, Innovation, Client Services, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    455 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Blueprints, Optimization & Scene Testing in Unreal Engine 5

    Skills you'll gain: Unreal Engine, 3D Assets, Blueprinting, Computer Graphics, Performance Tuning, Virtual Environment, Game Design, Interactive Design, Video Game Development, Scenario Testing, Model Optimization, Visualization (Computer Graphics), Performance Testing, No-Code Development, Development Testing, Software Design, Performance Appraisal, Software Development, Asset Management, Design and Product

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Assess Product Pricing Strategies

    Skills you'll gain: Product Strategy, Competitive Analysis, Go To Market Strategy, Product Marketing, Market Dynamics, Revenue Management, Revenue Forecasting, Market Analysis, Marketing Psychology, Consumer Behaviour, Demand Planning, Competitive Intelligence, Customer Demand Planning, Value Propositions, Analysis, Benchmarking, Financial Forecasting, Risk Modeling, Stakeholder Communications, Gap Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Google Cloud へのデータベース移行: 戦略

    Skills you'll gain: Data Migration, Data Strategy, Google Cloud Platform, Dependency Analysis, Technology Roadmaps, Presentations, Database Management, Data-Driven Decision-Making, Cloud Platforms, Databases, Cloud Solutions, Plan Execution, Business Priorities, Cost Benefit Analysis, Risk Mitigation, Asset Management, Prioritization, Governance

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft Copilot for Power BI: AI-Powered Report Insights: Coursera
  • Statistical Learning: Illinois Tech
  • Usable Security: University of Maryland, College Park
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Talent Retention and Inclusion: University of California, Santa Barbara
  • IA Aplicada al Marketing y Growth Digital: Universidad de Palermo
  • Blueprints, Optimization & Scene Testing in Unreal Engine 5: Packt
  • LLM Optimization & Evaluation: Coursera
  • Assess Product Pricing Strategies: 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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