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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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    Michigan State University

    Design and Make Infographics (Project-Centered Course)

    Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Diagram Design, Graphic Design, Visual Design, Typography, Layout Design, Design Elements And Principles, Visual Storytelling, Graphical Tools, Storytelling, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
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    960 reviews

    Mixed · Course · 1 - 4 Weeks

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    IBM

    SEO Mastery: From Fundamentals to GenAI and GEO Strategies

    Skills you'll gain: Generative Engine Optimization (GEO), Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement

    4.7
    Rating, 4.7 out of 5 stars
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    64 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Machine Learning: Algorithms in the Real World

    Skills you'll gain: Supervised Learning, Data Preprocessing, Feature Engineering, Model Optimization, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Machine Learning Methods, Classification Algorithms, Model Training, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Statistical Machine Learning, Data Validation, Machine Learning, Project Management

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of California San Diego

    Internet of Things: How did we get here?

    Skills you'll gain: Telecommunications, Internet Of Things, Wireless Networks, Emerging Technologies, Communication Systems, Mobile Security, Digital Communications, General Networking, Conceptual Design, Computer Networking, Network Protocols, Global Positioning Systems, Digital Transformation

    3.9
    Rating, 3.9 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    Edureka

    Machine Learning with PySpark

    Skills you'll gain: PySpark, Model Optimization, Model Training, Applied Machine Learning, Data Manipulation, Machine Learning, Data Preprocessing, Logistic Regression

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Essentials

    Skills you'll gain: Python Programming, Programming Principles, Computational Logic, Jupyter, Computer Programming Tools

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    AI in Law: Research, Risk, and Legal Drafting

    Skills you'll gain: Legal Technology, Legal Strategy, Legal Risk, Responsible AI, Data Ethics, Arbitration, Legal Research, Compliance Management, Law, Regulation, and Compliance, Document Management, Regulation and Legal Compliance, AI literacy, Generative AI, Generative AI Agents, Litigation Support, Client Services, Compliance Training, Regulatory Compliance, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
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    83 reviews

    Beginner · Specialization · 3 - 6 Months

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    University at Buffalo

    Blockchain Platforms

    Skills you'll gain: Blockchain, Emerging Technologies, Distributed Computing, Cloud Platforms, Computing Platforms, Microsoft Azure, FinTech, Cloud Computing Architecture, Platform As A Service (PaaS), Cryptographic Protocols, Web Applications, Transaction Processing, File Systems, Scalability, Encryption, Data Storage Technologies, Data Storage, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Studying Cities: Social Science Methods for Urban Research

    Skills you'll gain: Science and Research, Scientific Methods, Surveys, Research, Research Methodologies, Data Collection, Research Design, Data Analysis, Qualitative Research, Statistical Analysis, Social Sciences, Survey Creation, Descriptive Statistics, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    233 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Data-Driven Marketing, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Business Marketing, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Statistical Machine Learning, Customer experience improvement, Personalized Service, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Google Bard for Beginners: Text Generation with Prompts

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Prompt Patterns, AI powered creativity, LLM Application, Large Language Modeling

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    AutoCAD for beginners: Drafting blueprints and schematics

    Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)

    4.3
    Rating, 4.3 out of 5 stars
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    68 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Design and Make Infographics (Project-Centered Course): Michigan State University
  • SEO Mastery: From Fundamentals to GenAI and GEO Strategies: IBM
  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • Internet of Things: How did we get here?: University of California San Diego
  • Machine Learning with PySpark: Edureka
  • BiteSize Python for Absolute Beginners: Essentials: University of Colorado Boulder
  • AI in Law: Research, Risk, and Legal Drafting: Coursera
  • Blockchain Platforms: University at Buffalo
  • Studying Cities: Social Science Methods for Urban Research: Erasmus University Rotterdam
  • Machine Learning for Marketers: University of Colorado System

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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