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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


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    Arizona State University

    How Can We Measure and Study Human Error?

    Skills you'll gain: Usability, Usability Testing, User Experience Design, Human Computer Interaction, Human Centered Design, User Interface (UI), User Research, Data Collection, Research Design, Research Methodologies, Qualitative Research, Experimentation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    MathWorks

    Introduction to MATLAB Copilot

    Skills you'll gain: Generative AI, LLM Application, Matlab, Code Review, Software Documentation, Visualization (Computer Graphics)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Amazon Web Services

    AWS Security Governance at Scale

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Security, Amazon Web Services, Cloud Management, Cyber Governance, Security Controls, Amazon CloudWatch, Data Governance, Governance, Governance Risk Management and Compliance, Compliance Management, Multi-Tenant Cloud Environments, Continuous Monitoring, Risk Control, Account Management, Threat Detection, Automation, Configuration Management, Budget Management

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    University of Geneva

    The Diversity of Exoplanets

    Skills you'll gain: General Science and Research, Scientific Methods, Scientific Visualization, Research, Quantitative Research, Physics, Mathematical Modeling, Simulations, Mechanics, Chemistry

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Customer Insights

    Skills you'll gain: Customer Insights, AI Personalization, Customer Analysis, Customer experience strategy (CX), Generative AI, User Feedback, Customer Data Management, Customer Engagement, Business Intelligence, Trend Analysis, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Generate a User Experience (UX) Onboarding Map in Miro

    Skills you'll gain: User Interface (UI), User Interface (UI) Design, User Experience, User Flows, User Experience Design, Usability, Miro AI, User Centered Design, Process Mapping, User Research, User Feedback, Brand Awareness, Business Intelligence

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
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    Amazon Web Services

    Amazon DynamoDB for Serverless Architectures

    Skills you'll gain: Amazon DynamoDB, NoSQL, Serverless Computing, Database Systems, Database Management Systems

    4.4
    Rating, 4.4 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Choosing an Objective for a Facebook Ad Campaign

    Skills you'll gain: Facebook, Advertising Campaigns, Social Media Campaigns, Lead Generation, Social Media, Social Media Marketing, Paid media, Digital Advertising, Campaign Management, Advertising, Driving engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Mastering HCM: Oracle Fusion & Dayforce Essentials

    Skills you'll gain: Dayforce (HCM Software), HR Tech, Human Resource Strategy, Human Resources Information System (HRIS), Role-Based Access Control (RBAC), Human Resources, Compliance Management, Compliance Reporting, Payroll, Data Architecture, Data Flow Diagrams (DFDs), Workforce Planning, Oracle Cloud Applications, Workforce Management, Benefits Administration, Enterprise Resource Planning, Workflow Management, Data Integration, Business Strategy, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Automatic Data Processing, Inc. (ADP)

    Tracking and Reporting

    Skills you'll gain: Process Improvement, Change Management, Key Performance Indicators (KPIs), Recruitment, Performance Improvement, Performance Reporting, Performance Analysis, Talent Recruitment, Performance Measurement, Business Metrics, Talent Acquisition, Benchmarking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Encouraging Student Collaboration with Padlet

    Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy, Real Time Data

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Codio

    Security Infrastructure Management

    Skills you'll gain: Endpoint Security, Infrastructure Security, Security Management, Network Security, Cyber Security Policies, Security Controls, Data Security, Security Strategy, Application Security, IT Infrastructure, Information Management, Enterprise Security, Data Integrity

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • How Can We Measure and Study Human Error?: Arizona State University
  • Introduction to MATLAB Copilot: MathWorks
  • AWS Security Governance at Scale: Amazon Web Services
  • The Diversity of Exoplanets: University of Geneva
  • GenAI for Customer Insights: Coursera
  • Generate a User Experience (UX) Onboarding Map in Miro : Coursera
  • Amazon DynamoDB for Serverless Architectures: Amazon Web Services
  • Choosing an Objective for a Facebook Ad Campaign: Coursera
  • Mastering HCM: Oracle Fusion & Dayforce Essentials: Coursera
  • Tracking and Reporting: Automatic Data Processing, Inc. (ADP)

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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