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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.


More to explore:

Popular Data Mining Courses and Certifications


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    Coursera

    Collaborate and Code: GitHub with Python and Jupyter

    Skills you'll gain: Version Control, GitHub, Jupyter, Git (Version Control System), Generative AI, Software Documentation, Automation

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Data Import/Export, Microsoft Excel, Regression Analysis, Data Validation, Data Visualization, Spreadsheet Software, Data Management, Excel Macros, Data Cleansing, Excel Formulas, Statistical Modeling, Financial Analysis, Productivity Software, Predictive Modeling, Data Sharing, Financial Modeling, Analysis, Mathematical Modeling, Complex Problem Solving, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    University at Buffalo

    Blockchain

    Skills you'll gain: Blockchain, Test Driven Development (TDD), Cryptography, Development Testing, Application Development, Transaction Processing, Emerging Technologies, Integrated Development Environments, Software Architecture, Network Protocols, Encryption, Web Applications, Program Development, Distributed Computing, Application Programming Interface (API), Microsoft Azure, FinTech, Development Environment, Web Language, Web Development Tools

    4.6
    Rating, 4.6 out of 5 stars
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    9K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Real Madrid Graduate School Universidad Europea

    El futuro de la nutrición y el entrenamiento en el fútbol

    Skills you'll gain: Climate Change Adaptation, Collaboration, Emotional Intelligence, Nutrition and Diet, Data Management, Sports Medicine, Adaptability, Nutritional Assessment, Performance Analysis, Leadership, Athletic Training, AI Personalization, Sustainable Technologies, Real Time Data, Innovation, Technology Solutions, Health Technology

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making

    Mixed · Course · 1 - 3 Months

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    Starweaver

    Threat Hunting Techniques

    Skills you'll gain: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Threat Management, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Machine Learning Methods, Automation

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Packt

    AI Product Management: The Complete Handbook

    Skills you'll gain: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning, User Feedback

    Beginner · Course · 3 - 6 Months

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    IESE Business School

    Foundations of Management

    Skills you'll gain: Value Propositions, Financial Statements, Marketing, Financial Statement Analysis, Branding, Leadership Development, Business Analytics, Marketing Strategies, Income Statement, Business Analysis, Strategic Marketing, Intercultural Competence, Financial Analysis, Accounting, Conflict Management, Financial Management, Financial Acumen, Financial Data, Leadership, Finance

    4.8
    Rating, 4.8 out of 5 stars
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    5.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Analyze and Mitigate Project Resource Overloads

    Skills you'll gain: Capacity Planning, Capacity Management, Data-Driven Decision-Making, Resource Planning, Resource Allocation, Project Coordination, Project Management, Resource Management, Performance Measurement, Business Communication, Risk Mitigation, Data Visualization, Spreadsheet Software, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Security Analyst Fundamentals

    Skills you'll gain: Digital Forensics, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Penetration Testing, Computer Security Incident Management, Intrusion Detection and Prevention, Threat Modeling, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Security Management, Vulnerability Scanning, Cyber Security Assessment, Endpoint Detection and Response, Vulnerability Assessments

    4.7
    Rating, 4.7 out of 5 stars
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    4.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Make Apps with ChatGPT and Generative AI

    Skills you'll gain: Prompt Engineering, ChatGPT, No-Code Development, OpenAI, LLM Application, Generative AI, Microsoft Power Platform, Email Automation, Application Development, Microsoft Power Automate/Flow, Serverless Computing, Microsoft Azure, Microsoft Outlook, Email Marketing

    Intermediate · Course · 3 - 6 Months

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

  • Collaborate and Code: GitHub with Python and Jupyter: Coursera
  • Everyday Excel: University of Colorado Boulder
  • Blockchain: University at Buffalo
  • El futuro de la nutrición y el entrenamiento en el fútbol : Real Madrid Graduate School Universidad Europea
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Threat Hunting Techniques: Starweaver
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • AI Product Management: The Complete Handbook: Packt
  • Foundations of Management: IESE Business School
  • Analyze and Mitigate Project Resource Overloads: 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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