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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


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    IE Business School

    Market Research and Consumer Behavior

    Skills you'll gain: Survey Creation, Surveys, Market Research, Business Research, Consumer Behaviour, Marketing Strategies, Research Design, Data Analysis, Research Reports, Market Analysis, Research Methodologies, Experimentation, Customer Analysis, Focus Group, Business Marketing, Decision Making

    4.4
    Rating, 4.4 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Threat Hunting Techniques

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

    Intermediate · Course · 1 - 3 Months

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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Open Web Application Security Project (OWASP), Security Engineering, Security Requirements Analysis, Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Vulnerability Assessments, Databases, Information Privacy, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep MLA-C01: AWS Machine Learning Engineer Assocaite

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Model Deployment, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    IESE Business School

    Think like a CFO

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Market, Income Statement, Corporate Finance, Accounting, Financial Management, Cash Flows, Balance Sheet, Financial Acumen, Financial Modeling, Accrual Accounting, Financial Accounting, Financial Data, Financial Analysis, Management Accounting, Capital Budgeting, Finance, Equities, Business Valuation

    4.8
    Rating, 4.8 out of 5 stars
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    6.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    National Taiwan University

    商管統計資料分析三 (Analytics for Business and Management (III))

    Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Sales Reps: Streamlining Lead Qualification

    Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Pipelines, Sales Process, Sales, Sales Management, Data-Driven Decision-Making, Inside Sales, Generative AI Agents, AI Enablement, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, HubSpot CRM, Predictive Modeling, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of London

    Understanding Research Methods

    Skills you'll gain: Research Methodologies, Research Design, Research, Surveys, Qualitative Research, Writing, Ethical Standards And Conduct, Data Collection, Timelines, Social Sciences

    4.7
    Rating, 4.7 out of 5 stars
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    8.9K reviews

    Mixed · Course · 1 - 4 Weeks

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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

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Go and C++: Programming in Two Successor Languages of C

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Software Design Patterns, Debugging, Computer Programming, Unit Testing, Programming Principles, Algorithms, C (Programming Language), Integrated Development Environments, Graph Theory, Software Testing, Artificial Intelligence, Integration Testing, Software Design, System Design and Implementation, Game Design

    4.4
    Rating, 4.4 out of 5 stars
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    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Interpret Analytics: Boost Engagement & Optimize Content

    Skills you'll gain: Content Performance Analysis, Web Analytics, Multimedia, Web Content, Drive Engagement, Content Marketing, Content Strategy, Content Development and Management, Analytics, Customer experience improvement, Search Engine Optimization, Performance Analysis, Data Analysis, Information Architecture, Process Improvement and Optimization, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Meta

    Programming with JavaScript

    Skills you'll gain: Jest (JavaScript Testing Framework), Web Development Tools, Javascript, Unit Testing, Web Applications, Object Oriented Programming (OOP), Node.JS, JSON, Computer Programming, Data Structures, Debugging, Package and Software Management, Program Development, Front-End Web Development, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

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

  • Market Research and Consumer Behavior: IE Business School
  • Threat Hunting Techniques: Starweaver
  • CSC: Secure Software Development and Implementation: CertNexus
  • Exam Prep MLA-C01: AWS Machine Learning Engineer Assocaite: Whizlabs
  • Think like a CFO: IESE Business School
  • 商管統計資料分析三 (Analytics for Business and Management (III)): National Taiwan University
  • GenAI for Sales Reps: Streamlining Lead Qualification: Coursera
  • Understanding Research Methods: University of London
  • Analyze and Mitigate Project Resource Overloads: Coursera
  • Go and C++: Programming in Two Successor Languages of C: University of California, Santa Cruz

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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