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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


  • Status: Free Trial
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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, Responsible AI, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Model Evaluation, Data Quality, Classification Algorithms, MLOps (Machine Learning Operations), Model Deployment, Jupyter, Data Validation, Machine Learning, Decision Tree Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Emory University

    Management Consulting

    Skills you'll gain: Data Cleansing, Presentations, Consulting, Microsoft PowerPoint, Management Consulting, Executive Presence, Business Consulting, Benchmarking, Microsoft Excel, Storytelling, Sales Presentations, Data Storytelling, Proposal Development, Oral Expression, Business Research, Lean Six Sigma, Interviewing Skills, Six Sigma Methodology, Problem Solving, Consultative Approaches

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Colorado Boulder

    GradCO: Professional Development Course

    Skills you'll gain: Professional Networking, Intercultural Competence, Teamwork, LinkedIn, Intellectual Property, Collaboration, Professional Development, Communication, Productivity, Cultural Responsiveness, Accountability, Conflict Management, Self-Awareness, Personal Development, Interviewing Skills, Data Management, Planning, Resilience

    Beginner · Course · 1 - 3 Months

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    Coursera

    Secure AI: API and Dependency Risks

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Vulnerability Assessments, Vulnerability Management, Application Security, Security Controls, Security Testing, Authentications, Threat Management, Dependency Analysis, Application Programming Interface (API), API Design, Risk Analysis, Data Validation, Supply Chain

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Image Captioning with TensorFlow & Streamlit

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon Web Services, Model Deployment, Tensorflow, Image Analysis, Convolutional Neural Networks, Feature Engineering, Data Preprocessing, Deep Learning, Applied Machine Learning, Application Development, Recurrent Neural Networks (RNNs), Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Successful Presentation

    Skills you'll gain: Public Speaking, Presentations, Verbal Communication Skills, Storytelling, Drive Engagement, Communication, Persuasive Communication, Non-Verbal Communication, Business Writing, Composure, Adaptability, Creativity

    4.8
    Rating, 4.8 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    L

    LearnQuest

    Cloud Computing Basics (Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Platforms, Cloud Services, Cloud Deployment, Cloud Technologies, Cloud Infrastructure, Cloud Computing Architecture, Public Cloud, Infrastructure As A Service (IaaS), Managed Services, Serverless Computing, Virtual Machines, Hybrid Cloud Computing, Software As A Service, Microsoft Azure, Platform As A Service (PaaS), Emerging Technologies, Containerization, Scalability

    4.5
    Rating, 4.5 out of 5 stars
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    6.5K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Advanced BSP Development with Embedded C

    Skills you'll gain: Embedded Software, Embedded Systems, System Programming, Cross Platform Development, Hardware Architecture, Peripheral Devices, Performance Tuning, Software Design, Real Time Data, Technical Design, C (Programming Language), Debugging, System Configuration, Maintainability, Scalability, Data Mapping

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Google Cloud

    Gemini Enterprise の概要

    Skills you'll gain: Google Gemini, Gemini, Generative AI Agents, Agentic Workflows, Security Controls, AI Orchestration, Google Cloud Platform, Authorization (Computing), Agentic systems, Enterprise Architecture, Authentications, Cloud Deployment, LLM Application, Application Deployment, Enterprise Security, Data Integration, Data Access, Cloud Security, Case Studies, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Django for Everybody

    Skills you'll gain: Django (Web Framework), Application Deployment, Ajax, jQuery, Object-Relational Mapping, Model View Controller, Hypertext Markup Language (HTML), JSON, Data Modeling, Web Applications, Database Development, Database Design, Application Development, Javascript, Object Oriented Programming (OOP), Web Development, Back-End Web Development, SQL, Web Servers, Cascading Style Sheets (CSS)

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    E

    Edureka

    Generative Engine Optimization (GEO)

    Skills you'll gain: Content Performance Analysis, Google Gemini, Generative AI, Content Strategy, Content Marketing, AI Workflows, ChatGPT, Google Analytics, AI Product Strategy, Responsible AI, Content Creation, Metadata Management, Customer Insights, Market Intelligence, Ethical Standards And Conduct

    Beginner · Specialization · 3 - 6 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 2

    Skills you'll gain: Model Deployment, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Advanced Analytics, Artificial Intelligence, Deep Learning, Data Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
  • Management Consulting: Emory University
  • GradCO: Professional Development Course: University of Colorado Boulder
  • Secure AI: API and Dependency Risks: Coursera
  • Image Captioning with TensorFlow & Streamlit: EDUCBA
  • Successful Presentation: University of Colorado Boulder
  • Cloud Computing Basics (Cloud 101): LearnQuest
  • Advanced BSP Development with Embedded C: Coursera
  • Gemini Enterprise の概要: Google Cloud
  • Django for Everybody: 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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