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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.


More to explore:

Popular Data Mining Courses and Certifications


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    The University of Edinburgh

    Understanding Obesity

    Skills you'll gain: Scientific Methods, Research, Nutrition and Diet, Behavioral Health, Physiology, Psychology, Stress Management, Peer Review, Health Policy, Discussion Facilitation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    888 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    UiPath

    Robotic Process Automation (RPA)

    Skills you'll gain: Robotic Process Automation, Data Manipulation, Email Automation, Web Scraping, User Interface (UI), Business Process Automation, Automation, UI Components, Test Automation, Context Management, Excel Macros, Data Cleansing, Network Protocols, Data Import/Export, Software Development Tools, Data Management, Unstructured Data, Data Flow Diagrams (DFDs), Application Deployment, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
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    518 reviews

    Beginner · Specialization · 3 - 6 Months

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    The University of Chicago

    Software Defined Networking

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Virtualization, Network Architecture, General Networking, Network Administration, Network Switches, Network Routing, Network Security, Network Protocols, Hardware Architecture, Application Programming Interface (API), Data-oriented programming

    4.5
    Rating, 4.5 out of 5 stars
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    292 reviews

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Microsoft 365 with Generative AI

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Responsible AI, Presentations, Microsoft Excel, Microsoft Outlook, Microsoft PowerPoint, Microsoft Teams, Data Storytelling, Predictive Modeling, Email Automation, Data Visualization Software, Microsoft Word, Collaborative Software, Sales Presentations, Microsoft 365, Data Analysis, Productivity Software, Multimedia, Report Writing

    4.7
    Rating, 4.7 out of 5 stars
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    47 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    U

    University of Pennsylvania

    Positive Psychology: Character, Grit and Research Methods

    Skills you'll gain: Research Methodologies, Research Design, Qualitative Research, Critical Thinking, Persistence, Program Evaluation, Case Studies, Tenacity, Psychological Evaluations, Surveys, Data Collection, Reliability, Descriptive Statistics, Interviewing Skills

    4.4
    Rating, 4.4 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.5
    Rating, 3.5 out of 5 stars
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    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Machine Learning and Human Learning

    Skills you'll gain: Education Software and Technology, Supervised Learning, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, Data Mining, Learning Theory, Human Computer Interaction, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    The University of Sydney

    Blockchain Scalability and its Foundations in Distributed Systems

    Skills you'll gain: Blockchain, Distributed Computing, Security Engineering, Network Security, Scalability, Cryptography, Data Integrity, Transaction Processing, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    119 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

    Skills you'll gain: Data Structures, 3D Modeling, Computational Logic, Visualization (Computer Graphics), Design, Generative Model Architectures, Python Programming, Animations, Scripting, Computer Programming, Automation

    4.9
    Rating, 4.9 out of 5 stars
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    102 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Building Custom Regional Reports with Google Analytics

    Skills you'll gain: Google Analytics, Marketing Analytics, Email Automation, Data-Driven Decision-Making, Web Analytics, Dashboard, Geospatial Information and Technology, Marketing, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    272 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Free Trial
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    Rice University

    Introduction to Archaeology

    Skills you'll gain: Ancient History, Timelines, Social Impact, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Art History, Sustainable Development, Peer Review, Environment, Case Studies, General Science and Research, Community Development, Climate Change Programs, Spatial Analysis, Research, Cultural Sensitivity, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Understanding Obesity: The University of Edinburgh
  • Robotic Process Automation (RPA): UiPath
  • Software Defined Networking: The University of Chicago
  • Microsoft 365 with Generative AI: Microsoft
  • Positive Psychology: Character, Grit and Research Methods: University of Pennsylvania
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
  • Machine Learning and Human Learning: University of Illinois Urbana-Champaign
  • Portfolio Diversification using Correlation Matrix: Coursera
  • Blockchain Scalability and its Foundations in Distributed Systems: The University of Sydney
  • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan

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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