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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • P

    Pontificia Universidad CatĂłlica de Chile

    Diplomado en AnalĂ­tica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Plot (Graphics), Logistic Regression, Model Evaluation, Data Visualization, Data Mining, Graphing, Predictive Modeling, Dimensionality Reduction, Big Data, Data Analysis, Analytics, R (Software), Predictive Analytics, R Programming, Data Modeling, Supervised Learning, Data Visualization Software, Data-Driven Decision-Making

    Credit offered

    Mastertrack · 6 - 12 Months

  • N

    Northeastern University

    Data Analytics Engineering Graduate Certificate

    Skills you'll gain: Data Storytelling, Text Mining, Database Design, Data Governance, Interactive Data Visualization, Data Presentation, Plotly, Classification Algorithms, Data Visualization, Database Theory, Database Systems, Exploratory Data Analysis, Data Mining, Database Management, Statistical Visualization, Data Visualization Software, Matplotlib, Time Series Analysis and Forecasting, Data Wrangling, Correlation Analysis

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Data Presentation, Differential Equations, Data Processing, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, Mathematics and Mathematical Modeling, General Mathematics, Mathematical Modeling

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Machine Learning Methods, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • I

    IIT Roorkee

    Executive MBA

    Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Business Process Management, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Turning Ideas into Sustainable Results

    Intermediate · Course · 1 - 4 Weeks

  • B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, File I/O

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Data Literacy

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Illinois Institute of Technology

    Master of Data Science

    Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Utiliser des notebooks dans Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Plan Strategic GTM Approaches

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Applied Fundamentals: Guess the Number

    Skills you'll gain: Python Programming, Program Development, Game Design, Code Reusability, Computer Programming, Programming Principles, Functional Design, Development Environment, Computational Logic, Building Codes

    Beginner · Course · 1 - 4 Weeks

1…792793794795

In summary, here are 10 of our most popular unsupervised learning courses

  • Diplomado en AnalĂ­tica de los Negocios: Pontificia Universidad CatĂłlica de Chile
  • Data Analytics Engineering Graduate Certificate: Northeastern University
  • BSc Data Science: University of Huddersfield
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Executive MBA: IIT Roorkee
  • Turning Ideas into Sustainable Results: Microsoft
  • Master of Science in Computer Science: Ball State University
  • Master of Data Science: University of Pittsburgh
  • Master of Data Science: Illinois Institute of Technology
  • Utiliser des notebooks dans Vertex AI: 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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