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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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    Google Cloud

    Google Cloud를 통한 데이터 혁신 살펴보기

    Beginner · Course · 1 - 3 Months

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    Packt

    Node.js Design Patterns

    Skills you'll gain: Node.JS, Containerization, Kubernetes, Cloud-Native Computing, Distributed Computing, Load Balancing, Dataflow, Scalability, Unit Testing, Data Pipelines, Test Script Development, Test Automation, API Gateway, Server Side, Microservices, Event-Driven Programming, Javascript, Software Architecture, Web Development, Web Applications

    Intermediate · Specialization · 3 - 6 Months

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    Johns Hopkins University

    Algebra: Elementary to Advanced

    Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, General Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Probability & Statistics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    820 reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    FP&A with AI: Capstone Project

    Skills you'll gain: Variance Analysis, Gap Analysis, Financial Modeling, Performance Analysis, Key Performance Indicators (KPIs), Forecasting, Financial Forecasting, Business Metrics, Performance Measurement, Financial Data, Operational Analysis, Business Modeling, Financial Analysis, Business Analysis, Data Storytelling, Finance, Financial Acumen, Management Reporting, Financial Management, Risk Analysis

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Materials, Lighting, and Rendering in Blender

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Environment, Computer Graphic Techniques, Animations, Game Design, Image Quality, Design, Design Elements And Principles, Data Import/Export, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Model Optimization, Model Training, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

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    Interactive Brokers

    Fundamentals of Equities

    Skills you'll gain: Equities, Investments, Portfolio Risk, Financial Analysis, Financial Statement Analysis, Market Data, Investment Management, General Finance, Financial Accounting, Financial Trading, Balance Sheet, Financial Market, Business Metrics, Financial Statements, Risk Management, Risk Analysis, Portfolio Management, Income Statement, Business Economics, Cash Flows

    4.3
    Rating, 4.3 out of 5 stars
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    418 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Research and Strategy for Effective Information Architecture

    Skills you'll gain: Information Architecture, UI/UX Research, User Research, Content Management, UI/UX Strategy, Design Research, User Experience, Content Strategy, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Usability Testing, Information Management, Usability, User Centered Design, Data Mapping, Digital Analysis, Diagram Design, Web Design, Web Applications, Web Development

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Docker Compose and Container Orchestration

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Learning Angular: Build Production-Ready Apps

    Skills you'll gain: Angular, TypeScript, JavaScript Frameworks, UI Components, Frontend Performance, React Native, Web Applications, Front-End Web Development, React.js, Javascript, Web Development, Performance Tuning, Frontend Integration, Application Programming Interface (API), Restful API, User Interface (UI), Unit Testing

    Intermediate · Course · 3 - 6 Months

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    John Wiley & Sons

    Prompt Engineering: Tools, Models, and Future Directions

    Skills you'll gain: Prompt Engineering Tools, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Responsible AI, Generative AI, Generative Model Architectures, Computer Vision, Image Analysis, LLM Application, AI literacy, AI powered creativity, Large Language Modeling, OpenAI, Data Ethics, AI Personalization, Artificial Intelligence, Creativity, Musical Composition, Machine Learning

    Intermediate · Course · 1 - 3 Months

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

  • Google Cloud를 통한 데이터 혁신 살펴보기: Google Cloud
  • Node.js Design Patterns: Packt
  • Algebra: Elementary to Advanced: Johns Hopkins University
  • FP&A with AI: Capstone Project: IBM
  • Materials, Lighting, and Rendering in Blender: John Wiley & Sons
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • Fundamentals of Equities: Interactive Brokers
  • Designing Autonomous AI: University of Washington
  • Research and Strategy for Effective Information Architecture: Packt
  • Docker Compose and Container Orchestration: LearnKartS

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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