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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


  • U

    University of California, Berkeley

    Master of Advanced Study in Engineering

    Skills you'll gain: User Research, File I/O, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Cost Management

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google Cloud

    Google Cloud에서 생성형 AI를 사용한 웹사이트 현대화

    Skills you'll gain: Generative AI, AI Personalization, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Working with large language models using Azure

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Deployment, Large Language Modeling, ChatGPT, Application Design, Microsoft Azure, Embeddings, Application Performance Management, Cloud Management, Cloud Deployment, Model Evaluation, Semantic Web

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    Universidad de los Andes

    Metodologías ágiles de desarrollo de software Certificado MasterTrack®

    Skills you'll gain: Test Automation, User Story, Infrastructure As A Service (IaaS), Software Testing, Cloud Development, Security Requirements Analysis, Agile Software Development, Android Jetpack, Continuous Integration, Test Data, Test Script Development, JavaScript Frameworks, Usability, Application Security, Software Architecture, Software As A Service, Web Content Accessibility Guidelines, Authorization (Computing), Kotlin, Mobile Development

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: User Story, LLM Application, Unsupervised Learning, Test Automation, Cloud-Native Computing, Process Analysis, Model Evaluation, Continuous Deployment, Agile Software Development, Project Closure, Dashboard, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), API Design, Software Architecture, Internet Of Things, Security Requirements Analysis, Angular, Microservices

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    International Foundation Programme for Computer Science (IFP)

    Skills you'll gain: Relational Databases, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Simulations, Statistical Inference, Data Literacy, Data Visualization Software, Statistical Hypothesis Testing, Exploratory Data Analysis, Probability Distribution, SQL, Tableau Software, Correlation Analysis, Data Storytelling, Algebra, Computational Logic, Calculus, Trigonometry, Logical Reasoning

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of North Texas

    Bachelor of Applied Arts and Sciences

    Skills you'll gain: Operations Management, Exploratory Data Analysis, Mediation, Model Evaluation, Change Management, Business Writing, Compensation and Benefits, Apache Hadoop, Consumer Behaviour, Organizational Change, Stakeholder Management, Event Management, Grammar, Social Media Strategy, Business Ethics, Sales Process, Diversity Awareness, Conflict Management, Research, Nutrition and Diet

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, AI Security, Artificial Intelligence, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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

  • Master of Advanced Study in Engineering: University of California, Berkeley
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • Google Cloud에서 생성형 AI를 사용한 웹사이트 현대화: Google Cloud
  • Working with large language models using Azure: Microsoft
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Metodologías ágiles de desarrollo de software Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Ingeniería de Software: Universidad de los Andes
  • International Foundation Programme for Computer Science (IFP): University of London
  • Bachelor of Applied Arts and Sciences: University of North Texas
  • Responsible AI for Developers: Fairness & Bias - 日本語版: Google Cloud

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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