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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


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    Edureka

    Responsible AI

    Skills you'll gain: Responsible AI, Incident Management, Governance, Incident Response, Data Governance, Compliance Management, Policy Development, Risk Management, Governance Risk Management and Compliance, Data Ethics, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality, Data Analysis, Data-Driven Decision-Making, Digital Analysis, Data Collection, Search Engine Optimization

    Beginner · Specialization · 1 - 3 Months

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    Minnesota State University, Mankato

    Sustaining and Evaluating Healthcare Projects

    Skills you'll gain: Healthcare Project Management, Project Closure, Project Implementation, Performance Metric, Issue Tracking, Program Implementation, Process Management, Process Improvement, Process Improvement and Optimization, Program Evaluation, Project Performance, Performance Measurement, Workflow Management, Continuous Improvement Process, Business Workflow Analysis, Operational Efficiency, Change Management, Performance Review, Organizational Change, Stakeholder Management

    Beginner · Course · 1 - 4 Weeks

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    Hebrew University of Jerusalem

    Synapses, Neurons and Brains

    Skills you'll gain: Sensory Systems Analysis, Electrophysiology, Artificial Neural Networks, Life Sciences, Neurology, Cell Biology, Physiology, Psychology, Network Model, Network Analysis, Simulations, Anatomy, Healthcare Ethics, Simulation and Simulation Software, Mathematical Modeling, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Mixed · Course · 1 - 3 Months

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    Hugging Face

    Introduction to Multimodal AI with Hugging Face

    Skills you'll gain: Multimodal Prompts, Model Context Protocol, Hugging Face, AI Workflows, LLM Application, Agentic Workflows, Retrieval-Augmented Generation, Generative AI, Responsible AI, Vision Transformer (ViT), Agentic systems, AI Security, Large Language Modeling, Generative AI Agents, Model Deployment, Prompt Engineering, Image Analysis, Computer Vision, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    ASP.NET Core Web Development

    Skills you'll gain: ASP.NET, Full-Stack Web Development, Maintainability, PostgreSQL, .NET Framework, Database Design, Object-Relational Mapping, Back-End Web Development, Web Development, Database Management, Databases, C# (Programming Language), Authentications, Middleware, Application Programming Interface (API), Web Design and Development, Authorization (Computing), API Design, Web Development Tools, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    SkillUp

    Get Started with Spreadsheet Applications: Excel

    Skills you'll gain: Productivity Software, Collaborative Software, Microsoft Office, Spreadsheet Software, Google Sheets, Data Visualization, Excel Formulas, Data Entry, File Management, Microsoft Excel, Editing, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    208 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Service Meshes and Microservices Patterns

    Skills you'll gain: Microservices, Spring Boot, Development Environment, Containerization, Spring Framework, Redis, Kubernetes, Java Programming, Docker (Software), Cloud-Native Computing, Apache Maven, API Gateway, Java, Software Architecture, Application Deployment, Apache Kafka, API Design, PostgreSQL, Prometheus (Software), Grafana

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Entrepreneurial Finance: Strategy and Innovation

    Skills you'll gain: Financial Modeling, Blockchain, FinTech, Risk Modeling, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Excel Formulas, Market Data, Emerging Technologies, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Law, Regulation, and Compliance, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    KodeKloud

    DevOps Foundation (Linux & Systems) - Hands-On

    Skills you'll gain: Bash (Scripting Language), Ansible, Linux Administration, Linux Servers, Infrastructure as Code (IaC), Web Servers, Linux Commands, Nginx, Operating System Administration, Firewall, IT Automation, PostgreSQL, Application Deployment, Apache, Security Controls, Databases, DevOps, Debugging, Network Troubleshooting, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Retail Merchandising and Supply Chain Management

    Skills you'll gain: Retail Management, Merchandising, Product Lifecycle Management, Retail Store Operations, Stocking Merchandise, Supply Chain, Supply Chain Planning, Supply Chain Management, Transportation, Supply Chain, and Logistics, Procurement, Warehousing, Logistics, Forecasting, Business Operations, Operations, Supply And Demand, Planning, Business, Cost Control, Analysis

    Mixed · Course · 1 - 3 Months

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    Coursera

    Master Dialogflow CX Agents

    Skills you'll gain: Webhook Security, AI Integrations, Application Programming Interface (API), Restful API, Generative AI Agents, Prompt Engineering, Node.JS, Natural Language Processing, Model Evaluation, Scenario Testing, Debugging, Performance Tuning, Model Optimization, Real Time Data, Quality Assurance, Routing Protocols, Data Import/Export, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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

  • Responsible AI: Edureka
  • Sustaining and Evaluating Healthcare Projects: Minnesota State University, Mankato
  • Synapses, Neurons and Brains: Hebrew University of Jerusalem
  • Introduction to Multimodal AI with Hugging Face: Hugging Face
  • ASP.NET Core Web Development: Edureka
  • Get Started with Spreadsheet Applications: Excel: SkillUp
  • Service Meshes and Microservices Patterns: Edureka
  • Entrepreneurial Finance: Strategy and Innovation: Duke University
  • DevOps Foundation (Linux & Systems) - Hands-On: KodeKloud
  • Foundations of Local Large Language models: Duke 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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