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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


  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Optimizing Performance of LookML Queries

    Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    M

    Microsoft

    Driving Performance, Alignment, and Accountability

    Skills you'll gain: Delegation Skills, Team Performance Management, Performance Appraisal, Goal Setting, Performance Review, Performance Management, Accountability, Accountability Frameworks, Employee Performance Management, Performance Analysis, Expectation Management, Business Priorities, Performance Measurement, Constructive Feedback, Key Performance Indicators (KPIs), Resource Allocation, Collaborative Software, Power BI, Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Deep Learning Engineering

    Skills you'll gain: Model Deployment, Fine-tuning, PyTorch (Machine Learning Library), Model Evaluation, Model Training, Vision Transformer (ViT), Model Optimization, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines

    Advanced · Specialization · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Advanced Java Features and Concurrency

    Skills you'll gain: File I/O, Java Programming, Data Persistence, Java, Code Reusability, File Management, Object Oriented Programming (OOP), Maintainability, Scalability, Performance Tuning

    Intermediate · 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
    Status: Free Trial
    Free Trial
    C

    Coursera

    CRM Analytics Fundamentals

    Skills you'll gain: Customer Relationship Management (CRM) Software, Sales Pipelines, Customer Relationship Management, Marketing Automation, Customer Retention, Personalized Campaigns, Lead Generation, Marketing Analytics, Sales Process, Customer Analysis, Sales Development, Customer Engagement, Prospecting and Qualification, Customer Insights, Workflow Management, Customer Communications Management, Target Audience, Business Metrics, Process Analysis, Sales Support

    Beginner · 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

  • Status: New
    New
    J

    John Wiley & Sons

    How to Measure Anything: Finding the Intangibles

    Skills you'll gain: Regression Analysis, Risk Modeling, Estimation, Sampling (Statistics), Risk Management, Statistical Analysis, Analysis, Decision Making, Statistical Inference, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Bayesian Statistics, Strategic Decision-Making, Business Metrics, Cost Estimation, Business Analysis, Problem Solving, Business Strategy

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Predicting Extreme Climate Behavior with Machine Learning

    Skills you'll gain: Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Logistic Regression

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    M

    Microsoft

    Ethics and Responsible Change

    Skills you'll gain: Stakeholder Engagement, Stakeholder Analysis, Stakeholder Management, Stakeholder Communications, Data Ethics, Compliance Management, Leadership Studies, Business Ethics, Governance, Governance Risk Management and Compliance, Regulatory Compliance, Business Leadership, Compliance Reporting, Change Management, Ethical Standards And Conduct, Accountability Frameworks, Leadership and Management, Risk Management, Microsoft Teams, Microsoft Visio

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Software Testing

    Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, Test Case, Test Automation, Development Testing, Test Planning, Test Tools, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Script Development, Systems Development Life Cycle, Test Data, Technical Communication

    4.3
    Rating, 4.3 out of 5 stars
    ·
    834 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    Wesleyan University

    Schizophrenia

    Skills you'll gain: Psychosocial Assessments, Psychiatry, Pharmacotherapy, Clinical Psychology, Mental Health Diseases and Disorders, Pharmacology, Psychiatric Assessments, Psychotherapy, Psychology, Mental Status Examination, Psychological Evaluations, Mental Health Therapies, Patient Evaluation, Neurology, Scientific Methods, Magnetic Resonance Imaging, Research Methodologies, Medical Imaging, Case Studies, Patient Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Optimizing Performance of LookML Queries: Google Cloud
  • Driving Performance, Alignment, and Accountability: Microsoft
  • Deep Learning Engineering: Coursera
  • Advanced Java Features and Concurrency: Packt
  • Selecting the Right LLM with Hugging Face: Coursera
  • CRM Analytics Fundamentals: Coursera
  • Google Cloud へのデータベース移行: 戦略: Google Cloud
  • How to Measure Anything: Finding the Intangibles: John Wiley & Sons
  • Predicting Extreme Climate Behavior with Machine Learning: University of Colorado Boulder
  • Ethics and Responsible Change: Microsoft

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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