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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 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

  • Status: Free Trial
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    University of Colorado Boulder

    Robotic Path Planning and Task Execution

    Skills you'll gain: Robotics, Artificial Intelligence, Graph Theory, Algorithms, Computer Vision, Data Structures, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Microsoft Azure Administrator (AZ-104)

    Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Virtual Networking, Active Directory, Load Balancing, Cloud Management, Virtual Machines, Kubernetes, Network Monitoring, Authorization (Computing), Identity and Access Management, User Provisioning, Network Troubleshooting, Group Policy, Containerization, Cloud Storage, Cloud Computing, Data Storage Technologies, Cloud Security

    4.2
    Rating, 4.2 out of 5 stars
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    33 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Northeastern University

    Economic Decision Making Part 1

    Skills you'll gain: Cash Flows, Cost Benefit Analysis, Financial Analysis, Risk Management, Business Risk Management, Risk Analysis, Return On Investment, Financial Modeling, Decision Making, Strategic Decision-Making, Capital Budgeting, Investments, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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    Politecnico di Milano

    Trustworthy AI for Healthcare Management

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Healthcare Ethics, Machine Learning, Verification And Validation, Health Technology, Model Evaluation

    4.6
    Rating, 4.6 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Lean Six Sigma Green Belt Training

    Skills you'll gain: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Process Improvement, Process Capability, Quality Management, Project Management, Root Cause Analysis, Customer Analysis, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Learn to Teach Java

    Skills you'll gain: Debugging, Object Oriented Programming (OOP), Java, Teaching, Programming Principles, Program Development, Pedagogy, Computer Programming, Integrated Development Environments, Computational Thinking, Education Software and Technology, Cultural Responsiveness, Digital pedagogy, Test Case, Computational Logic, Pseudocode, Algorithms, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
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    57 reviews

    Beginner · Specialization · 3 - 6 Months

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    Board Infinity

    Building React and ASP.NET MVC 5 Applications

    Skills you'll gain: ASP.NET, Object Oriented Programming (OOP), Object Oriented Design, Frontend Integration, Middleware, Programming Principles, Application Frameworks, Object-Relational Mapping, Model View Controller, Event-Driven Programming, User Interface (UI), Cascading Style Sheets (CSS), Authentications, Development Environment, Debugging

    4.2
    Rating, 4.2 out of 5 stars
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    49 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Cape Town

    How Entrepreneurs in Emerging Markets can master the Blockchain Technology

    Skills you'll gain: Blockchain, Cryptography, FinTech, Emerging Technologies, Machine Learning, Financial Data, Artificial Intelligence, Financial Systems, Supervised Learning, Information Privacy, Entrepreneurship, Technology Strategies, Unsupervised Learning, Data Integrity, Distributed Computing, Data Management, Reinforcement Learning

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    KodeKloud

    Docker Basics for DevOps

    Skills you'll gain: Docker (Software), Containerization, DevOps, Linux Commands, Cloud-Native Computing, Command-Line Interface, Virtual Networking, Data Storage, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 3 Months

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    Universidad Autónoma Metropolitana

    Reading and Comprehension of Text in English Module 2

    Skills you'll gain: Vocabulary, Literacy, English Language, Grammar, Data Analysis, Graphing, Writing

    3.8
    Rating, 3.8 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California San Diego

    Internet of Things Capstone V2: Build a Mobile Surveillance System

    Skills you'll gain: Software Design Documents, System Design and Implementation, Internet Of Things, Technical Documentation, Technical Communication, Mobile Development, Test Case, System Testing, Software Development, Wireless Networks, Embedded Systems, Systems Integration

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Robotic Path Planning and Task Execution: University of Colorado Boulder
  • Microsoft Azure Administrator (AZ-104): Packt
  • Economic Decision Making Part 1: Northeastern University
  • Trustworthy AI for Healthcare Management: Politecnico di Milano
  • Lean Six Sigma Green Belt Training: Simplilearn
  • Learn to Teach Java: University of California San Diego
  • Building React and ASP.NET MVC 5 Applications: Board Infinity
  • How Entrepreneurs in Emerging Markets can master the Blockchain Technology: University of Cape Town
  • Docker Basics for DevOps: KodeKloud

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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