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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


  • Status: Free Trial
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    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Data Processing, Model Training, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Model Optimization, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • Status: Preview
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    U

    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Institutional Review Board (IRB), Research, Research Design, Qualitative Research, Surveys, Policy Analysis, Research, and Development, Community and Social Work, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Informed Consent, Needs Assessment, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    153 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Logging and Monitoring in Google Cloud

    Skills you'll gain: Dashboard Creation, Problem Management, Data Import/Export, Data Access

    4.7
    Rating, 4.7 out of 5 stars
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    224 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    Universitat Politècnica de València

    Visualización de datos con Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, Seaborn, Plot (Graphics), Data Visualization, Data Literacy, Data Visualization Software, Time Series Analysis and Forecasting, Data Storytelling, Statistical Visualization, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Graphing, Data Structures, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L

    LearnQuest

    Build and Deploy Chatbots and Recommender Systems

    Skills you'll gain: Model Deployment, Responsible AI, No-Code Development, Business Metrics, Data Ethics, AI Personalization, AI Integrations, Return On Investment, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Key Performance Indicators (KPIs), Cross Platform Development, Continuous Improvement Process, Natural Language Processing, User Feedback, Systems Integration, System Design and Implementation, Machine Learning Algorithms, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    B

    BCG

    Transformación digital

    Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Technology Strategies, Design Thinking, Competitive Analysis, Data Strategy, Corporate Strategy, Business Strategy, Business Technologies, Business Economics, Growth Strategies, Process Design, Emerging Technologies, Market Dynamics, Innovation, Leadership, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    285 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World Cloud Product Management

    Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Management, Cloud Services, Amazon S3, Cloud Infrastructure, Public Cloud, Amazon Elastic Compute Cloud, Cloud Computing Architecture, AWS Identity and Access Management (IAM), Technical Product Management, AWS CloudFormation, Cloud Platforms, AWS Kinesis, Amazon Redshift, Cloud Security, Software Architecture, Amazon CloudWatch, Cloud Storage, Product Management

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    94 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Meta

    Mobile Development and JavaScript

    Skills you'll gain: Jest (JavaScript Testing Framework), Mobile Development, Web Development Tools, Android Development, React.js, Javascript, Unit Testing, Test Script Development, Node.JS, Application Development, Package and Software Management, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Event-Driven Programming, Functional Design

    4.1
    Rating, 4.1 out of 5 stars
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    134 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Linux System Administration with IBM Power Systems

    Skills you'll gain: Linux Administration, Linux Servers, Red Hat Enterprise Linux, Linux, Operating System Administration, IBM Cloud, Linux Commands, Virtualization, Systems Administration, Virtualization and Virtual Machines, Virtual Machines, Cloud Infrastructure, Cloud Computing, System Monitoring, Software Installation, System Configuration, Private Cloud, Remote Access Systems, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
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    138 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    L&T EduTech

    Robotics Engineering & Applications

    Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Engineering, Mechanical Design

    4.5
    Rating, 4.5 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Prescriptive Analytics: O.P. Jindal Global University
  • Operational Research for Humanitarians: University of Geneva
  • Logging and Monitoring in Google Cloud: Google Cloud
  • Visualización de datos con Python: Universitat Politècnica de València
  • Build and Deploy Chatbots and Recommender Systems: LearnQuest
  • Transformación digital: BCG
  • Real-World Cloud Product Management: Advancing Women in Tech
  • Mobile Development and JavaScript: Meta

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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