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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


  • T

    Taipei Medical University

    AI in Healthcare: Opportunities & Challenges

    Skills you'll gain: Precision Medicine, Large Language Modeling, Health Informatics, Artificial Intelligence, Health Technology, Health Systems, Patient Safety, Machine Learning, Health Information Management, Augmented Reality, Deep Learning, Natural Language Processing, Internet Of Things, Big Data, Data Collection, Reinforcement Learning, Predictive Modeling, Data Analysis, Virtual Reality, Data Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI API, AI Integrations, Large Language Modeling, LLM Application, Generative AI, Databases, OpenAI, Artificial Intelligence, Virtual Environment, System Configuration

    4.7 stars, 71 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (71) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modeling Climate Anomalies with Statistical Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Integration, Data Collection, Data Access, Data Manipulation, Application Programming Interface (API)

    4 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Create Charts and Dashboards Using Microsoft Excel

    Skills you'll gain: Dashboard, Microsoft Excel, Microsoft 365, Microsoft Office, Spreadsheet Software, Data Visualization, Document Management, Trend Analysis, Data Analysis

    4.6 stars, 1K reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (1K) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • P

    Packt

    Splunk 9.x Enterprise Certified Admin Guide

    Skills you'll gain: Splunk, Identity and Access Management, Data Storage Technologies, User Provisioning, Linux Administration, Data Maintenance, Systems Administration, Security Assertion Markup Language (SAML), Operating System Administration, Authentications, Security Information and Event Management (SIEM), Server Administration, Lightweight Directory Access Protocols, Metadata Management, Data Architecture, Enterprise Architecture, Security Management, Data Mapping, IT Security Architecture, Data Transformation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • K

    KodeKloud

    Master MariaDB: A Hands-On, Learn-by-Doing Database Course

    Skills you'll gain: MySQL, Database Administration, Relational Databases, Database Management, Database Development, Database Systems, Database Management Systems, SQL, Database Design, Docker (Software), Linux Administration, Containerization, Role-Based Access Control (RBAC), Application Deployment, Identity and Access Management, Data Integrity, Data Storage

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    SAP SuccessFactors Payroll Bootcamp - Beginner to Advanced

    Skills you'll gain: Payroll, Payroll Systems, SAP SuccessFactors, Payroll Administration, Payroll Reporting, Payroll Processing, Payroll Tax, SAP Applications, Management Reporting, Auditing, System Configuration, Audit Planning, Tax Planning, Tax, Key Performance Indicators (KPIs), Data Validation, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Statistical Modeling, Model Training, Sampling (Statistics)

    4.7 stars, 109 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (109) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Build and Operate Machine Learning Solutions with Azure

    Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Data Store, Databricks, Cloud Management, Cloud Computing, Applied Machine Learning, Model Deployment, Data Pipelines, Model Training, Data Preprocessing, Model Optimization, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Data Security

    3.7 stars, 71 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.7 (71) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Getting started with Google Workspace

    Skills you'll gain: Google Docs, Gmail, Google Sheets, Google Workspace, Presentations, Calendar Management, File Management, Spreadsheet Software, Productivity Software, Email Security, Email Automation, Collaborative Software, Excel Formulas, Data Visualization, Data Validation, Document Management, Setting Appointments, Meeting Facilitation, Sales Presentations, Version Control

    4.7 stars, 3.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Alteryx Advanced

    Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Fraud detection, Data Transformation, Data Processing, Machine Learning Software, Machine Learning, Data Analysis, Application Design, Operational Databases, Model Training, Sampling (Statistics), Data Integration

    Intermediate · Course · 1 - 3 Months

  • M

    Madecraft

    Foundations of AI Privacy and Blockchain

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Information Privacy, Predictive Modeling, General Data Protection Regulation (GDPR), Personally Identifiable Information, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Governance, Threat Modeling, Application Security, AI literacy, Large Language Modeling, Natural Language Processing, Model Training, Security Engineering, Blockchain, Machine Learning, Data Processing

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data mining courses

  • AI in Healthcare: Opportunities & Challenges: Taipei Medical University
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
  • Create Charts and Dashboards Using Microsoft Excel: Coursera
  • Splunk 9.x Enterprise Certified Admin Guide: Packt
  • Master MariaDB: A Hands-On, Learn-by-Doing Database Course: KodeKloud
  • SAP SuccessFactors Payroll Bootcamp - Beginner to Advanced: Packt
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • Build and Operate Machine Learning Solutions with Azure: Microsoft
  • Getting started with Google Workspace: Google Cloud

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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