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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: New
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    John Wiley & Sons

    Core Valuation Techniques in Investment Banking

    Skills you'll gain: Financial Modeling, Investment Banking, Financial Statement Analysis, Financial Statements, Financial Data, Financial Analysis, Finance, Business Valuation, Cash Flows, Mergers & Acquisitions, Financial Forecasting, Analysis, Cash Flow Forecasting, Capital Markets, Corporate Finance, Benchmarking, Equities

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Building and Deploying AI Agents with LLMs and LangChain

    Skills you'll gain: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, LLM Application, LangChain, Large Language Modeling, Agentic systems, Generative AI Agents, AI Integrations, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture, Systems Architecture, Context Management, API Design, Software Design, Data Validation, Memory Management

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    AI Marketing Analytics

    Skills you'll gain: Marketing Analytics, A/B Testing, Data-Driven Marketing, Google Analytics, Data Storytelling, Content Performance Analysis, Dashboard, Looker (Software), Business Reporting, Dashboard Creation, Web Analytics and SEO, Conversion Funnel Analysis, Management Reporting, Campaign Management, Customer Analysis, Data Cleansing, Search Engine Optimization, Marketing Operations, Media Planning, SQL

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Campaign Performance Analytics

    Skills you'll gain: Data Storytelling, Marketing Analytics, Conversion Funnel Analysis, Performance Reporting, Key Performance Indicators (KPIs), Marketing Effectiveness, Power BI, Dashboard Creation, Dashboard, Campaign Management, Data Presentation, Management Reporting, Performance Analysis, Marketing Operations, Business Reporting, Performance Measurement, Business Intelligence, Customer Insights, Return On Investment, Interactive Data Visualization

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    KI‑Infrastruktur: Netzwerktechniken

    Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Generative AI, Data Import/Export, Cloud Computing Architecture, Token Optimization, Network Architecture, Network Infrastructure, Cloud-Based Integration, Data Migration, Network Performance Management, Distributed Computing, Data Pipelines

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Microsoft SQL Server: Performance Tuning Essentials

    Skills you'll gain: Microsoft SQL Servers, Performance Tuning, SQL, Database Management, Database Management Systems, Query Languages, System Monitoring, Application Performance Management

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    使用 Google Cloud 探索数据转换

    Beginner · Course · 1 - 3 Months

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    H

    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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    Coursera

    Stakeholder Communication & Governance

    Beginner · Course

  • Status: Free
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    P

    Princeton University

    Computer Science: Programming with a Purpose

    Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Design, Object Oriented Programming (OOP), Performance Tuning, Data Structures, Code Reusability, Other Programming Languages, Java Programming, Java, Program Development, Computational Thinking, Computer Science, Algorithms, Theoretical Computer Science, Animations

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    É

    École Polytechnique Fédérale de Lausanne

    Parallel programming

    Skills you'll gain: Scala Programming, Data Structures, Algorithms, Programming Principles, Functional Design, Java Programming, Other Programming Languages, Performance Tuning, Performance Testing

    4.4
    Rating, 4.4 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Microsoft Back-End Developer

    Skills you'll gain: CI/CD, C# (Programming Language), Azure DevOps, Object Oriented Design, Continuous Integration, Object Oriented Programming (OOP), ASP.NET, Debugging, SQL, Secure Coding, Cloud Deployment, .NET Framework, Microsoft Copilot, Relational Databases, Scalability, Database Management, Graph Theory, Back-End Web Development, Program Development, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
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    381 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Core Valuation Techniques in Investment Banking: John Wiley & Sons
  • Building and Deploying AI Agents with LLMs and LangChain: Board Infinity
  • AI Marketing Analytics: Coursera
  • Campaign Performance Analytics: Microsoft
  • KI‑Infrastruktur: Netzwerktechniken: Google Cloud
  • Microsoft SQL Server: Performance Tuning Essentials: Coursera
  • 使用 Google Cloud 探索数据转换: Google Cloud
  • Introduction to Multimodal AI with Hugging Face: Hugging Face
  • Stakeholder Communication & Governance: Coursera
  • Computer Science: Programming with a Purpose: Princeton 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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