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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


  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Finance)

    Skills you'll gain: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting

    Intermediate · Course · 1 - 4 Weeks

  • M

    MathWorks

    Automating Image Processing

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Traffic Flow Optimization, Automation, Anomaly Detection, Data Preprocessing, Data Store

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Análisis de texto en archivos con Azure cognitive search

    Skills you'll gain: Text Mining, Data Processing, Microsoft Azure, Cloud Storage, Database Development, Data Storage Technologies, Unstructured Data, Application Development, Web Applications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Маркетинг в цифровом мире

    Skills you'll gain: MarTech, Marketing, Product Promotion, Marketing Strategies, Marketing Channel, Digital Marketing, Digital Transformation, Consumer Behaviour, New Product Development, Customer Engagement, E-Commerce, Price Negotiation, Innovation, Empowerment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Design Thinking: Ideas to Action

    Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Innovation, Product Development, Human Centered Design, Product Design, Strategic Thinking, New Product Development, User Feedback, Prioritization, Customer experience improvement, Stakeholder Engagement, Data-Driven Decision-Making, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 2

    Skills you'll gain: Cloud Computing, Manufacturing Operations, Cybersecurity, Manufacturing Processes, Augmented and Virtual Reality (AR/VR), Blockchain, Internet Of Things, Production Process, Emerging Technologies, Artificial Intelligence, Big Data, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Campus BBVA

    Cybersecurity for Tech Professionals

    Skills you'll gain: Computer Security Incident Management, Cybersecurity, Cyber Attacks, Incident Response, Crisis Management, Security Information and Event Management (SIEM), Data Security, Fraud detection, Network Security, Security Awareness, Threat Detection, Payment Systems, Identity and Access Management, Mobile Security, Virtual Private Networks (VPN), Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    192 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Building Digital Media using Graphic Design in PowerPoint

    Skills you'll gain: Animations, Graphic Design, Graphic and Visual Design Software, Graphic and Visual Design, Content Creation, Digital Publishing, Multimedia, Video Production, Media Production, Data Import/Export, Data Sharing, Marketing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    74 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Advanced Business Analytics: Excel Optimization & Simulation

    Skills you'll gain: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Business Risk Management, Transportation Operations, Analytics, Risk Analysis, Process Optimization, Statistical Methods, Business Modeling, Logistics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    53 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Customer Analysis, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Advanced Analytics, Applied Machine Learning, Process Mapping, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Agentic AI Content for Practitioners (Teams: Finance): Coursera
  • Automating Image Processing: MathWorks
  • Análisis de texto en archivos con Azure cognitive search: Coursera
  • Optimizing Foundation Models: Amazon Web Services
  • Маркетинг в цифровом мире: University of Illinois Urbana-Champaign
  • Design Thinking: Ideas to Action: University of Virginia
  • Key Industry 4.0 Technologies in Manufacturing - 2: Board Infinity
  • Cybersecurity for Tech Professionals: Campus BBVA
  • Building Digital Media using Graphic Design in PowerPoint: Coursera
  • Advanced Business Analytics: Excel Optimization & Simulation: Johns Hopkins University

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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