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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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    Packt

    Blender 4.4 Foundations - Fundamental Blender Knowledge

    Skills you'll gain: 3D Modeling, Software Installation, Computer Graphics, Visualization (Computer Graphics), Animations, System Configuration, User Interface (UI)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Indian School of Business

    Creating a Portfolio

    Skills you'll gain: Portfolio Management, Investment Management, Performance Analysis, Market Dynamics, Text Mining, Technical Analysis, Risk Management, Financial Regulation, Compliance Management, Benchmarking

    4.5
    Rating, 4.5 out of 5 stars
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    321 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics

    Intermediate · Course · 1 - 3 Months

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    The University of Notre Dame

    Point-to-Point Wireless Telecommunication Links

    Skills you'll gain: Communication Systems, Digital Communications, Telecommunications, Wireless Networks, Digital Signal Processing, Electronics Engineering, General Networking, Electronics, System Requirements, Network Architecture, Technical Communication, Reliability

    Beginner · Course · 1 - 3 Months

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    Coursera

    Medical Records: Protect Patient Privacy

    Skills you'll gain: Medical Privacy, Medical Records, Health Information Management and Medical Records, Record Keeping, Information Privacy

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    ML Pipelines on Google Cloud en Español

    Skills you'll gain: MLOps (Machine Learning Operations), CI/CD, Apache Airflow, Data Pipelines, Google Cloud Platform, Tensorflow, Kubernetes, Model Deployment, Metadata Management, Containerization

    Advanced · Course · 1 - 3 Months

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    Coursera

    Refactor and Test LLM Microservices

    Skills you'll gain: Maintainability, Code Review, Test Driven Development (TDD), API Testing, LLM Application, API Design, Microsoft Visual Studio, Software Engineering, Engineering Software, Software Technical Review, Program Development, Application Lifecycle Management, Unit Testing, Microservices, Peer Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building Web Applications with Flask

    Skills you'll gain: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications

    Beginner · Course · 1 - 3 Months

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    Coursera

    RFIs: Distinguish, Apply, and Win

    Skills you'll gain: Procurement, Strategic Sourcing, Bidding, Proposal Development, Standard Operating Procedure, Business Writing, Decision Making, Data Compilation

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CFR: Reconnaissance, Attack, and Post-Attack Analysis

    Skills you'll gain: Threat Modeling, Cyber Threat Intelligence, Cybersecurity, Malware Protection, Penetration Testing, Cyber Security Assessment, Threat Detection, Threat Management, Distributed Denial-Of-Service (DDoS) Attacks, Security Engineering, Cyber Attacks, Exploitation techniques, Mobile Security, Information Systems Security, Computer Security, Network Security, Vulnerability Assessments, Cloud Security, Persistence

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    C# Programming Fundamentals and Development Environment

    Skills you'll gain: Debugging, Version Control, Microsoft Copilot, C# (Programming Language), Git (Version Control System), Microsoft Visual Studio, .NET Framework, Program Development, Application Development, Object Oriented Programming (OOP), Computer Programming, Microsoft Development Tools, Development Environment, User Interface (UI), Programming Principles

    Beginner · Course · 1 - 3 Months

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    Coursera

    DMAIC: Optimize Financial Processes Fast

    Skills you'll gain: Process Improvement, Lean Six Sigma, Six Sigma Methodology, Root Cause Analysis, Process Analysis, Process Mapping, Business Process Improvement, Quality Improvement, Process Optimization, Financial Controls, Data-Driven Decision-Making, Continuous Improvement Process, Business Workflow Analysis, Process Flow Diagrams, Finance

    Intermediate · Course · 1 - 4 Weeks

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

  • Blender 4.4 Foundations - Fundamental Blender Knowledge: Packt
  • Creating a Portfolio : Indian School of Business
  • AI for Business Leaders: University of Maryland, College Park
  • Point-to-Point Wireless Telecommunication Links: The University of Notre Dame
  • Medical Records: Protect Patient Privacy: Coursera
  • ML Pipelines on Google Cloud en Español: Google Cloud
  • Refactor and Test LLM Microservices: Coursera
  • Building Web Applications with Flask: Packt
  • RFIs: Distinguish, Apply, and Win: Coursera
  • CFR: Reconnaissance, Attack, and Post-Attack Analysis: CertNexus

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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