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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
    Free Trial
    F

    Fundação Instituto de Administração

    Introdução aos Negócios

    Skills you'll gain: Stakeholder Management, Corporate Sustainability, Stakeholder Engagement, Innovation, Business Strategy, Stakeholder Analysis, Business Management, Business Ethics, Design Thinking, Finance, People Management, Business Modeling, Corporate Finance, Social Impact, Diversity Programs, Entrepreneurship, Creativity, Diversity and Inclusion, Sustainable Business, Internet Of Things

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    Edureka

    Building AI Agents with Agno

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Generative AI Agents, Tool Calling, Agentic systems, Model Deployment, AI Integrations, Enterprise Architecture, Prompt Engineering Tools, Context Engineering, Artificial Intelligence, Context Management, Prompt Engineering, Prompt Patterns, Debugging, Verification And Validation, Retrieval-Augmented Generation, Large Language Modeling, Memory Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Networking Fundamentals & Network Access

    Skills you'll gain: Network Administration, Virtual Local Area Network (VLAN), General Networking, Network Architecture, Virtual Networking, TCP/IP, Local Area Networks, Computer Networking, Command-Line Interface, Network Infrastructure, Wireless Networks, Network Security, Networking Hardware, Network Switches, Network Troubleshooting, Network Protocols, Threat Detection

    4.3
    Rating, 4.3 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Vector Database Foundations and Core Concepts

    Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Model Evaluation, Scalability, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Manage Features

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Modeling, Google Cloud Platform, Feature Engineering, Model Training, Data Store, Data Preprocessing, Data Processing, Data Management, Data Storage Technologies

    3.9
    Rating, 3.9 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Identifying Security Vulnerabilities in C/C++Programming

    Skills you'll gain: Secure Coding, Application Security, C and C++, Linux Administration, Verification And Validation, Code Review, Vulnerability Management, Linux, Security Controls, Vulnerability Assessments, Unix, User Accounts, Data Validation, File I/O, Cryptography, C (Programming Language), System Programming, Identity and Access Management, Encryption, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    82 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Snowflake

    Introduction to Generative AI with Snowflake

    Skills you'll gain: Prompt Engineering, Generative AI, Fine-tuning, Generative Model Architectures, LLM Application, Large Language Modeling, Application Deployment, Unstructured Data, Application Development, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Qualitative and Quantitative Analysis of Disaster Risk

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Risk Management Framework, Project Risk Management, Risk Mitigation, Analysis, Vulnerability Assessments, Climate Change Adaptation, Data Analysis Software, Climate Change Programs, Simulation and Simulation Software, Qualitative Research, Resilience

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    HR Foundations: Core Concepts, Practices, and Leadership

    Skills you'll gain: Organizational Development, Culture Transformation, Talent Recruitment, Human Resource Management, Management Training And Development, Human Capital, Intercultural Competence, Human Resources Software, Organizational Leadership, People Development, Professionalism, Human Resources Information System (HRIS), Workforce Development, Organizational Change, Staff Management, Employee Engagement

    3.7
    Rating, 3.7 out of 5 stars
    ·
    90 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Y

    Yonsei University

    Disaster Risk Management and Korean Policies

    Skills you'll gain: Disaster Recovery, Mitigation, Public Safety and National Security, Risk Management Framework, Emergency Response, Geospatial Information and Technology, Policy Analysis, Research, and Development, Policy Development, Public Policies, Spatial Data Analysis, Social Studies, Systems Thinking, Governance, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    91 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Business Strategy: Business Model Canvas Analysis with Miro

    Skills you'll gain: New Product Development, Value Propositions, Business Modeling, Product Development, Business Analysis, Business Analysis Tools, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Business Strategies, Innovation, Entrepreneurship

    4.5
    Rating, 4.5 out of 5 stars
    ·
    147 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Siemens

    Expedite – Skills for Industry Microcredential

    Skills you'll gain: Product Lifecycle Management, Prompt Engineering Tools, Sustainable Design, Sustainable Engineering, Digital Transformation, Customer experience improvement, Project Planning, Business Acumen, Electronic Hardware, Electronic Systems, Engineering Design Process, Project Management, Internet Of Things, Collaboration, Artificial Intelligence, Business Communication, Teamwork, Risk Management, Leadership, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introdução aos Negócios: Fundação Instituto de Administração
  • Building AI Agents with Agno: Edureka
  • Networking Fundamentals & Network Access: Packt
  • Vector Database Foundations and Core Concepts: Coursera
  • Machine Learning Operations (MLOps) with Vertex AI: Manage Features: Google Cloud
  • Identifying Security Vulnerabilities in C/C++Programming: University of California, Davis
  • Introduction to Generative AI with Snowflake: Snowflake
  • Qualitative and Quantitative Analysis of Disaster Risk: Banco Interamericano de Desarrollo
  • HR Foundations: Core Concepts, Practices, and Leadership: Board Infinity
  • Disaster Risk Management and Korean Policies: Yonsei 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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