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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


  • U

    University of Illinois Urbana-Champaign

    اللغة والمفاهيم التنظيمية

    Skills you'll gain: Product Lifecycle Management, Data Presentation, Data Literacy, Performance Measurement, Product Management, Business Analytics, Product Planning, Business Strategies, Business Strategy, Data Visualization Software, Business Analysis, Competitive Analysis, Organizational Strategy, Accounting, Strategic Thinking, Business Metrics, Management Accounting, Corporate Strategy, Business Intelligence, Organizational Effectiveness

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    What are the Chances? Probability and Uncertainty in Statistics

    Skills you'll gain: Probability & Statistics, Regression Analysis, Probability, Statistical Hypothesis Testing, Probability Distribution, Statistical Methods, Statistical Analysis, Statistical Inference, Sampling (Statistics), Descriptive Statistics, Combinatorics

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

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    ★ 4.5 (22) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Master Marketing Case Study: Analyze, Evaluate & Implement

    Skills you'll gain: Performance Analysis, Marketing Planning, Marketing Strategies, Strategic Marketing, Global Marketing, Performance Improvement, Product Marketing, Market Analysis, Product Strategy, Case Studies, Marketing, Competitive Analysis, Brand Marketing, Strategic Planning, Business Strategy, Market Opportunities, Logistics

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Java Servlets Case Study - Online Admission Process

    Skills you'll gain: Java Programming, PostgreSQL, Relational Databases, Java, Java Platform Enterprise Edition (J2EE), Database Development, Systems Development, Database Design, Databases, Application Design, Back-End Web Development, Web Applications, Business Logic, Secure Coding, Data Validation, Process Modeling, Payment Systems, Document Management, Authentications, Verification And Validation

    ★ 4.5 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for Back-End Web Developers

    Skills you'll gain: Responsible AI, Database Management, Back-End Web Development, Generative AI, Performance Tuning, Database Development, API Design, Application Programming Interface (API), AI Integrations, Databases, AI literacy, Artificial Intelligence, Risk Management

    ★ 4.5 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pearson

    Rust Programming Essentials

    Skills you'll gain: System Programming, Rust (Programming Language), Data Structures, Memory Management, Relational Databases, Other Programming Languages, Databases, Data Access, C (Programming Language), Programming Principles, Application Development, Code Reusability, Object Oriented Programming (OOP), C++ (Programming Language), Interoperability, Systems Integration, File I/O, Command-Line Interface, Program Development, Software Development

    ★ 3.9 (8) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • N

    National Taiwan University

    工程資訊管理 BIM 應用

    Skills you'll gain: Building Information Modeling, Autodesk Revit, Engineering Management, Construction Estimating, Engineering Practices, Data Engineering, Autodesk, Construction Management, Estimation, Design Software, Product Lifecycle Management, Construction Engineering, Computer-Aided Design, Simulation and Simulation Software, Software Visualization, Simulations

    ★ 4.7 (30) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Routing, Network Devices, and Security

    Skills you'll gain: Routing Protocols, Network Security, Network Routing, TCP/IP, Network Administration, Open Shortest Path First (OSPF), Network Protocols, Network Switches, Virtual Local Area Network (VLAN), Network Monitoring, Firewall, Network Infrastructure, Network Troubleshooting, Border Gateway Protocol, Network Performance Management, Security Controls, Network Analysis, Authentications, Encryption

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Duke University

    برمجة Java: المصفوفات، والقوائم، والبيانات المصنفة

    Skills you'll gain: Object Oriented Programming (OOP), Java, File I/O, Algorithms, Java Programming, Object Oriented Design, Data Structures, Encryption, Computer Programming, Software Engineering, Cryptography, Data Store, File Management, Data Import/Export, Web Applications

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Board Infinity

    AI-Driven Brand Strategy: From Fundamentals to Growth

    Skills you'll gain: Brand Strategy, Data Storytelling, Data Presentation, Branding, Brand Marketing, Dashboard, Interactive Data Visualization, Dashboard Creation, Storytelling, Target Audience, Brand Management, Experience Design, Data-Driven Marketing, Digital Brand Strategy, Journey Mapping, Marketing Psychology, Brand Awareness, Design Strategies, Digital Advertising, Data Visualization

    Beginner · Specialization · 1 - 3 Months

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

    Coursera

    Choosing an Objective for a Facebook Ad Campaign

    Skills you'll gain: Meta Ads Manager, Facebook, Advertising Campaigns, Social Media Campaigns, Lead Generation, Campaign Planning, Social Media, Online Advertising, Social Media Marketing, Digital Advertising, Campaign Management, Advertising

    ★ 4.6 (11) · Intermediate · Guided Project · Less Than 2 Hours

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

  • اللغة والمفاهيم التنظيمية: University of Illinois Urbana-Champaign
  • What are the Chances? Probability and Uncertainty in Statistics: Johns Hopkins University
  • Pretraining LLMs: DeepLearning.AI
  • Master Marketing Case Study: Analyze, Evaluate & Implement: EDUCBA
  • Java Servlets Case Study - Online Admission Process: EDUCBA
  • GenAI for Back-End Web Developers: Coursera
  • Rust Programming Essentials: Pearson
  • 工程資訊管理 BIM 應用: National Taiwan University
  • Routing, Network Devices, and Security: Packt
  • برمجة Java: المصفوفات، والقوائم، والبيانات المصنفة: Duke University

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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