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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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    Google Cloud

    KI-Modelle mit Cloud Run bereitstellen und skalieren

    Skills you'll gain: Cloud Deployment, Model Deployment, Serverless Computing, Google Cloud Platform, Generative AI, Containerization, Artificial Intelligence, Cloud Storage, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Model Evaluation, Linear Algebra

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    Rating, 4.4 out of 5 stars
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    190 reviews

    Mixed · Course · 1 - 3 Months

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    Logical Operations

    Microsoft PowerPoint for Office 365: Part 1

    Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Editing, Microsoft 365, Multimedia, Graphic and Visual Design, Graphics Software, Productivity Software, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Coursera

    Clinic Admin: Phones, Mail, Records

    Skills you'll gain: Record Keeping, Medical Office Procedures, Records Management, Medical Records, Document Management, Health Information Management, Medical Privacy, File Management, Patient Communication, Patient Safety, Telecommunications, File Systems, Clinical Documentation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Quality Assurance, Information Privacy

    Beginner · Course · 1 - 4 Weeks

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    University of Pittsburgh

    Cloud Computing Fundamentals

    Skills you'll gain: Cloud Computing, Cloud Services, Cloud Computing Architecture, Cloud Infrastructure, Virtualization, Cloud Platforms, Virtual Machines, Data Infrastructure, Scalability, NoSQL, Cloud Storage, Database Design, Database Management, Data Warehousing, MongoDB, MySQL, SQL, Application Programming Interface (API), Python Programming, Git (Version Control System)

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Budgets and Capital Structures Confidently

    Skills you'll gain: Variance Analysis, Financial Analysis, Budget Management, Strategic Decision-Making, Financial Modeling, Budgeting, Financial Statement Analysis, Financial Forecasting, Corporate Finance, Cost Management, Capital Budgeting, Risk Modeling, Spreadsheet Software, Microsoft Excel, Business Analytics, Data Analysis, Case Studies, Data-Driven Decision-Making, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Ollama & DeepSeek Reasoning Model Masterclass

    Skills you'll gain: Deepseek, AI Workflows, LLM Application, Artificial Intelligence, Model Deployment, Large Language Modeling, Deep Learning, Software Installation, Development Environment, System Configuration, Code Review, Analysis

    Intermediate · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Algorithms & Recursion

    Skills you'll gain: Cryptography, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Public Key Cryptography Standards (PKCS), Data Structures, Applied Mathematics, Logical Reasoning, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

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    Coursera

    Marketing Planning, Audience Insights, and KPI Measurement

    Skills you'll gain: Key Performance Indicators (KPIs), Marketing Planning, Sprint Retrospectives, Marketing Effectiveness, Marketing Strategies, Strategic Marketing, Performance Measurement, Marketing Operations, Marketing Strategy and Techniques, Cross-Channel Marketing, Marketing, Marketing Analytics, Persona Development, Workflow Management, Market Research, Market Analysis, Business Analysis, Analytical Skills, Data Visualization, Data Analysis

    Beginner · Course · 1 - 3 Months

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    Edureka

    Applied Agentic AI Pipelines with LangChain

    Skills you'll gain: Data Transformation, Large Language Modeling, Data Preprocessing, Generative AI, Workflow Management, Artificial Intelligence, Responsible AI, Embeddings, Context Management, Automation, Metadata Management, JSON

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Beat Cognitive Biases Fast

    Skills you'll gain: Risk Mitigation, Decision Making, Behavioral Economics, Mitigation, Analytical Skills, Business Analysis, Analysis, Critical Thinking, Strategic Decision-Making, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Build Trading Systems Using Market Models

    Skills you'll gain: Financial Trading, Financial Market, Technical Analysis, Derivatives, Statistical Analysis, Market Dynamics, Risk Analysis, Market Analysis, Trend Analysis, Performance Analysis, Probability Distribution, Behavioral Economics, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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

  • KI-Modelle mit Cloud Run bereitstellen und skalieren: Google Cloud
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • Microsoft PowerPoint for Office 365: Part 1: Logical Operations
  • Clinic Admin: Phones, Mail, Records: Coursera
  • Cloud Computing Fundamentals: University of Pittsburgh
  • Analyze Budgets and Capital Structures Confidently: Coursera
  • Ollama & DeepSeek Reasoning Model Masterclass: Packt
  • Discrete Math for Computer Science - Algorithms & Recursion: The Hong Kong University of Science and Technology
  • Marketing Planning, Audience Insights, and KPI Measurement: Coursera
  • Applied Agentic AI Pipelines with LangChain: Edureka

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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