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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: Preview
    Preview
    U

    Universitat Politècnica de València

    Introduction to SQL and relational databases

    Skills you'll gain: SQL, Database Management Systems, Data Integrity, Database Management, Relational Databases, Database Systems, Database Administration, Databases, Database Theory, Query Languages, Database Design, Secure Coding, Back-End Web Development, Web Applications, Application Security, Data Manipulation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Cloud SQL for PostgreSQL: Qwik Start

    Skills you'll gain: Database Administration, PostgreSQL, Database Management, Operational Databases, SQL, Google Cloud Platform

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Strategic Management & Business Policy

    Skills you'll gain: Business Strategies, Business Strategy, Organizational Strategy, Business Planning, Strategic Decision-Making, Decision Making, Strategic Thinking, Plan Execution, Corporate Strategy, Stakeholder Management, Strategic Communication, Stakeholder Analysis, Stakeholder Engagement, Data Visualization, Consulting, Stakeholder Communications, Goal Setting, Key Performance Indicators (KPIs), Analysis, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Excel Fundamentals for Healthcare

    Skills you'll gain: Spreadsheet Software, Healthcare Project Management, Data Cleansing, Data Analysis Software, Data Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Track, Export and Dashboard in Jira

    Skills you'll gain: Dashboard, Dashboard Creation, Performance Reporting, Issue Tracking, Data Visualization, Microsoft Excel, Project Management Software, Project Schedules, Agile Project Management, Project Management, Workflow Management, Analysis, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northeastern University

    Introduction to Machine Learning and Algorithmic Bias

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Governance, Data Ethics, Machine Learning Methods, Applied Machine Learning, Model Training, AI literacy, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Data Collection, Regulatory Requirements, Business, Business Strategy, Data Transformation, Business Planning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud SQL for PostgreSQL Database Observability and Tuning

    Skills you'll gain: PostgreSQL, Performance Tuning, Database Management, Google Cloud Platform, Database Software, SQL, Data Management, Application Performance Management, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Orchestrating a TFX Pipeline with Airflow

    Skills you'll gain: Apache Airflow, Tensorflow, MLOps (Machine Learning Operations), Google Cloud Platform, Model Training, Data Pipelines, Applied Machine Learning, Model Deployment, Cloud Computing, Machine Learning

    1.3
    Rating, 1.3 out of 5 stars
    ·
    7 reviews

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Learn the Art and Science of PCB Design with Eagle

    Skills you'll gain: Hardware Design, Electronic Hardware, Schematic Diagrams, Electronics, Software Installation, Electronics Engineering, Electronic Systems, Electronic Components, Embedded Software, Electrical and Computer Engineering, Electrical Engineering, Design Software, Technical Design, Computer-Aided Design, Drafting and Engineering Design, Manufacturing and Production, Electrical Systems, System Configuration, Automation, Data Import/Export

    3.7
    Rating, 3.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Cisco Certified DevNet Associate (200-901)

    Skills you'll gain: Cloud Deployment, Software Development Methodologies, Open Web Application Security Project (OWASP), CI/CD, Application Deployment, DevOps, Development Environment, Continuous Integration, Ansible, TCP/IP, Docker (Software), OSI Models, General Networking, Networking Hardware, Computing Platforms, Application Programming Interface (API), Version Control, IT Automation, Software Design Patterns, JSON

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Cybersecurity Essentials - From Zero to Secure

    Skills you'll gain: Cybersecurity, Endpoint Security, Network Security, Cyber Attacks, Encryption, Cyber Security Assessment, Application Security, Cyber Security Policies, Penetration Testing, Data Security, Firewall, Cryptography, Intrusion Detection and Prevention, Security Awareness, Security Software, Mobile Security, Email Security, Information Assurance, Human Factors (Security)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Generative KI ist mehr als nur Chatbots

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Product Strategy, Generative Model Architectures, AI literacy, Data Ethics, Google Cloud Platform, AI Workflows, Google Workspace, AI Integrations

    Beginner · Course · 1 - 3 Months

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

  • Introduction to SQL and relational databases: Universitat Politècnica de València
  • Cloud SQL for PostgreSQL: Qwik Start: Google Cloud
  • Strategic Management & Business Policy: EDUCBA
  • Excel Fundamentals for Healthcare: Packt
  • Track, Export and Dashboard in Jira: Coursera
  • Introduction to Machine Learning and Algorithmic Bias: Northeastern University
  • Cloud SQL for PostgreSQL Database Observability and Tuning: Google Cloud
  • Orchestrating a TFX Pipeline with Airflow: Google Cloud
  • Learn the Art and Science of PCB Design with Eagle: Packt
  • Cisco Certified DevNet Associate (200-901): Packt

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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