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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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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    LearnQuest

    Applied No-Code AI for Business Processes

    Skills you'll gain: Responsible AI, No-Code Development, AI Enablement, Business Process Automation, Business Process, Data Management, Risk Mitigation, Return On Investment, Process Design, Key Performance Indicators (KPIs), Business Software, Business Transformation, Automation, Project Implementation, Performance Measurement, Data Cleansing, Project Management, Business Metrics, Data Storytelling, Dashboard

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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    LearnKartS

    AWS Services

    4.3
    Rating, 4.3 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier II

    Skills you'll gain: Property and Real Estate, Land Management, Market Dynamics, Supply And Demand, Commercial Real Estate, Financial Market, Real Estate Transactions, Market Data, Economics, Market Analysis, Construction Estimating

    4.7
    Rating, 4.7 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California, Davis

    Interactivity with JavaScript and jQuery

    Skills you'll gain: Javascript and jQuery, jQuery, Scripting, Scripting Languages, Javascript, UI Components, Web Development Tools, Game Design, Object Oriented Programming (OOP), Event-Driven Programming, Animations

    4.8
    Rating, 4.8 out of 5 stars
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    64 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Estructuras de datos de Python

    Skills you'll gain: File I/O, Data Structures, Data Manipulation, Software Installation, Python Programming, Data Processing, Development Environment, Data Storage

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Mixed · Course · 1 - 3 Months

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    LearnQuest

    Use Cases, the Future of 5G, and Beyond

    Skills you'll gain: Emerging Technologies, Internet Of Things, Network Security, Wireless Networks, Mobile Security, Cybersecurity, General Networking, Telecommunications, Technology Roadmaps, Automation, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI)

    Skills you'll gain: Patient Safety, Performance Measurement, Data Analysis, Value-Based Care, Continuous Quality Improvement (CQI), Data Analysis Software, Health Policy, Data Quality, Descriptive Statistics, Data Integration, Statistical Inference

    4.7
    Rating, 4.7 out of 5 stars
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    96 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Natural Language Processing - Deep Learning Models in Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    CUDA at Scale for the Enterprise

    Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Digital Signal Processing, C and C++, Distributed Computing, Computer Graphics, System Programming, Program Development, Performance Tuning, Hardware Architecture, Data Structures, Algorithms

    3.1
    Rating, 3.1 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build Your First React Website (Part II)

    Skills you'll gain: React.js, JavaScript Frameworks, Data Persistence, Javascript, Context Management, Web Development

    4.7
    Rating, 4.7 out of 5 stars
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    57 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Applied No-Code AI for Business Processes: LearnQuest
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • AWS Services: LearnKartS
  • Economie du sol et de l'immobilier II: École Polytechnique Fédérale de Lausanne
  • Interactivity with JavaScript and jQuery: University of California, Davis
  • Estructuras de datos de Python: University of Michigan
  • Use Cases, the Future of 5G, and Beyond: LearnQuest
  • Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI): Johns Hopkins University
  • Natural Language Processing - Deep Learning Models in Python: Packt

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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