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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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    Coursera

    Build, Evaluate, and Perfect Marketing Dashboards

    Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Marketing Analytics, Marketing Effectiveness, Key Performance Indicators (KPIs), Data Visualization, Google Analytics, Performance Reporting, Consumer Behaviour, Business Reporting, Stakeholder Engagement, Performance Metric, Data Integration, Decision Making

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cyber Security Professional – Beginner’s Career Guide

    Skills you'll gain: Cyber Security Assessment, Penetration Testing, Cyber Threat Intelligence

    Beginner · Course · 1 - 3 Months

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    Packt

    Oracle RAC Core Concepts and Setup

    Skills you'll gain: Oracle Databases, Performance Tuning, Database Architecture and Administration, Virtual Machines, Database Management, Data Storage, System Configuration, Network Administration, Disaster Recovery

    Intermediate · Course · 1 - 3 Months

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    Packt

    JavaScript Mastery – Zero to Hero for Interviews

    Skills you'll gain: JSON, Data Structures, Algorithms, Web Development Tools, Javascript, Pseudocode, Development Environment, Integrated Development Environments, Computer Programming, Application Programming Interface (API), Debugging, HTML and CSS, Object Oriented Programming (OOP), Computational Thinking, Performance Tuning, Solution Design

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Temporal Logic Model Checking

    Skills you'll gain: Computational Logic, Verification And Validation, Theoretical Computer Science, Systems Design, Model Evaluation, Simulations, Algorithms, Safety and Security

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Verify Fixes and Analyze Quality Metrics

    Skills you'll gain: Verification And Validation, Software Quality Assurance, Software Quality (SQA/SQC), Debugging, Maintainability, Regression Testing, Quality Assurance, Data Quality, Issue Tracking, Root Cause Analysis, Business Intelligence, Jira (Software)

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Securing the IoT Landscape: From Inception to Architecture

    Skills you'll gain: Threat Modeling, Cloud Security, Internet Of Things, Infrastructure Security, Vulnerability Management, Information Systems Security, Incident Response, Identity and Access Management, Threat Management, Security Strategy, Penetration Testing, Network Security, Security Controls, Cloud Computing, Cloud Computing Architecture, Threat Detection, Cloud Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer: Unit 3

    Skills you'll gain: Amazon Web Services, Cloud Applications, Amazon S3, Cloud Development, Serverless Computing, Amazon Elastic Compute Cloud, Amazon DynamoDB, Application Development, Data Store, Application Design, Software Development Tools, Database Application, API Gateway, Platform As A Service (PaaS), Cloud Deployment, Cloud Services, Application Deployment, Web Services, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Unsafe Code in .NET: Memory Management and Optimization

    Skills you'll gain: Real Time Data, Application Development, .NET Framework, Performance Tuning, Secure Coding, C# (Programming Language), System Programming, Application Performance Management, Object Oriented Programming (OOP)

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Google Cloud Digital Leader Certification Guide

    Skills you'll gain: Cloud Computing Architecture, Google Cloud Platform, Cloud Security, Cloud Computing, Digital Transformation, Application Programming Interface (API), Model Deployment, Public Cloud, Data Pipelines, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Management, Virtualization and Virtual Machines, Microservices, Containerization, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Java SE 17 Developer (1Z0-829): Unit 2

    Skills you'll gain: Programming Principles, Java, Data Structures, Program Development, Eclipse (Software), Object Oriented Programming (OOP), Computer Programming, Debugging, Application Programming Interface (API), Database Application

    Intermediate · Course · 1 - 4 Weeks

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

  • Build, Evaluate, and Perfect Marketing Dashboards: Coursera
  • Cyber Security Professional – Beginner’s Career Guide: Packt
  • Oracle RAC Core Concepts and Setup: Packt
  • JavaScript Mastery – Zero to Hero for Interviews: Packt
  • Temporal Logic Model Checking : University of Colorado Boulder
  • Verify Fixes and Analyze Quality Metrics: Coursera
  • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
  • AWS Developer: Unit 3: Pearson
  • Unsafe Code in .NET: Memory Management and Optimization: Coursera
  • Google Cloud Digital Leader Certification Guide: 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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