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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


  • C

    Coursera

    Naive Bayes 101: Resume Selection with Machine Learning

    Skills you'll gain: Data Visualization, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Model Training, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Preprocessing, Natural Language Processing, Predictive Modeling, Machine Learning, Unstructured Data, Machine Learning Algorithms, Python Programming, Computer Science

    4.5 stars, 17 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (17) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Cape Town

    Understanding Clinical Research: Behind the Statistics

    Skills you'll gain: Biostatistics, Statistical Methods, Statistical Hypothesis Testing, Data Literacy, Probability & Statistics, Diagnostic Tests, Clinical Research, Medical Science and Research, Clinical Trials, Statistical Analysis, Science and Research, Quantitative Research, Statistics, Scientific Methods, Descriptive Statistics, Statistical Inference, Probability, Epidemiology

    4.8 stars, 3.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3.7K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Oracle DBA 21c: Master Database Administration

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Administration, Operational Databases, Data Maintenance, Database Architecture and Administration, Data Migration, Database Software, Relational Databases, Database Systems, Patch Management, Database Design, Data Integrity, Data Import/Export, Database Management Systems, SQL, Data Storage, Data Management

    5 stars, 39 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (39) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon Bedrock - Getting Started with Generative AI

    Skills you'll gain: Amazon Bedrock, Generative AI, Generative Model Architectures, Amazon Web Services, Large Language Modeling, Artificial Intelligence

    4.4 stars, 214 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (214) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • E

    EDUCBA

    iOS Application Development

    Skills you'll gain: Apple iOS, iOS Development, Model View Controller, Mobile Development, Swift Programming, Software Architecture, Maintainability, Application Design, Memory Management, Application Development, Web Applications, Web Components, Web Services, Real Time Data, Web Design and Development, Web Development, UI Components, Project Implementation, Data Validation, Design

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    ¿Cómo persuadir? Jugando con palabras, imágenes y números

    Skills you'll gain: Persuasive Communication, Presentations, Communication, Visual Storytelling, Microsoft PowerPoint, Infographics, Data Literacy, Analysis, Data Storytelling, Data Presentation, Persona (User Experience), Statistical Methods, Psychology

    4.4 stars, 3.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (3.3K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    AI for E-Commerce: No-Code Tools for Sales & Marketing

    Skills you'll gain: Fraud detection, Google Gemini, Decision Intelligence, Demand Planning, Personalized Campaigns, Customer experience improvement, User Feedback, Customer Insights, Gemini, Text Mining, E-Commerce, AI Personalization, AI Enablement, Email Automation, Customer Demand Planning, Customer Analysis, AI powered creativity, Retail Store Operations, AI literacy, Design Software

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6 stars, 81 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • S

    STARWEAVER

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Software, Embedded Systems, Electrical Systems, Cybersecurity, Program Development, Automation, Electronics, Sustainable Technologies, Control Systems, Electronic Hardware, Internet Of Things, Software Development

    4.5 stars, 44 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (44) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Digital Marketing: Customer Engagement Strategy

    Skills you'll gain: Customer Engagement, Digital Brand Strategy, Marketing Strategies, Driving engagement, Digital Marketing, Marketing Strategy and Techniques, Content Marketing, MarTech, Cross-Channel Marketing, Digital Media Strategy, Social Media Marketing, Loyalty Programs, Consumer Behaviour, Marketing Communications, Digital Advertising, Analytics, Generative AI, Data Analysis, Data Visualization, Data Collection

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

    ★ 4.5 (4.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Automating DevOps with GitLab CI/CD Pipelines

    Skills you'll gain: GitLab, CI/CD, Version Control, Continuous Integration, DevSecOps, Continuous Delivery, Git (Version Control System), GitHub, Devops Tools, DevOps, Continuous Deployment, Package and Software Management, Infrastructure as Code (IaC), Docker (Software), Containerization, Code Review, Application Deployment, Data Pipelines, AWS Identity and Access Management (IAM), Data Integration

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    Universidad de los Andes

    Analytics en las organizaciones

    Skills you'll gain: Analytical Skills, Data Governance, Analytics, Competitive Intelligence, Business Analytics, Data Literacy, Data Strategy, Performance Analysis, Business Intelligence, Process Optimization, Organizational Effectiveness, Competitive Analysis, Process Analysis, Organizational Strategy, Data-Driven Decision-Making, Advanced Analytics, Data Management

    4.8 stars, 60 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (60) · Beginner · Course · 1 - 3 Months

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

  • Naive Bayes 101: Resume Selection with Machine Learning: Coursera
  • Understanding Clinical Research: Behind the Statistics: University of Cape Town
  • Oracle DBA 21c: Master Database Administration: EDUCBA
  • Amazon Bedrock - Getting Started with Generative AI: Amazon Web Services
  • iOS Application Development: EDUCBA
  • ¿Cómo persuadir? Jugando con palabras, imágenes y números: Universitat Autònoma de Barcelona
  • AI for E-Commerce: No-Code Tools for Sales & Marketing: Board Infinity
  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Introduction to Automotive Embedded Systems: STARWEAVER
  • Digital Marketing: Customer Engagement Strategy: University of Illinois Urbana-Champaign

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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