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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


  • Status: New
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    Real Madrid Graduate School Universidad Europea

    Fueling Champions: Applied Sport Nutrition for Football

    Skills you'll gain: Nutrition and Diet, Sports Medicine, Clinical Nutrition, Nutritional Assessment, Nutrition Counseling, Exercise Science, Rehabilitation, Meal Planning And Preparation, Athletic Training, Performance Analysis, Performance Reporting, Load Balancing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Mastering Blender for 3D Environment Creation

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Virtual Environment, Computer Graphics, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Python GUI Development: Design & Build Apps

    Skills you'll gain: Design Thinking, Usability, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Interactive Design, Application Design, Python Programming, Application Development

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    297 reviews

    Beginner · Course · 3 - 6 Months

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    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Tensorflow, Data Pipelines, Keras (Neural Network Library), Deep Learning, Natural Language Processing, Data Processing, Artificial Neural Networks, Time Series Analysis and Forecasting, Data Transformation, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    194 reviews

    Intermediate · Course · 1 - 3 Months

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    Scrimba

    Learn to code with AI

    Skills you'll gain: HTML and CSS, Mobile Development, Web Applications, ChatGPT, GitHub, Front-End Web Development, Javascript, Application Deployment, Web Development, Version Control, Responsive Web Design, Video Game Development, Cascading Style Sheets (CSS), Artificial Intelligence, User Interface (UI) Design, Computer Programming, Database Application, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    128 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, OpenAI, Multimodal Prompts, Large Language Modeling, LLM Application, Responsible AI, Natural Language Processing, GitHub, Python Programming, Machine Learning, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
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    176 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Cape Town

    Severe to Profound Intellectual Disability: Circles of Care and Education

    Skills you'll gain: Lifelong Learning, Family Support, Disabilities, Working With Children, Caregiving, Training Programs, Human Learning, Patient Education and Support, Special Education, Child Development, Advocacy, Curriculum Planning, Care Coordination, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Introduction to Recommender Systems: Non-Personalized and Content-Based

    Skills you'll gain: Taxonomy, AI Personalization, Spreadsheet Software, Machine Learning, Predictive Analytics, Microsoft Excel, Statistical Methods, Persona Development, Text Mining, Descriptive Statistics, Data Collection, Algorithms, Computer Programming, Java

    4.4
    Rating, 4.4 out of 5 stars
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    656 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Data Structures, Computer Programming, Spreadsheet Software, Problem Solving, Automation, Algorithms, Scripting Languages, Debugging, Data Management, Data Cleansing

    4.8
    Rating, 4.8 out of 5 stars
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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Analytical Skills, Data Ethics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Classification And Regression Tree (CART), Regression Analysis, Data Mining, Data Strategy, Statistical Analysis, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Statistical Modeling, Cloud Computing

    4.3
    Rating, 4.3 out of 5 stars
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    258 reviews

    Beginner · Specialization · 3 - 6 Months

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    Universidad de los Andes

    Bienestar, equidad y derechos humanos

    Skills you'll gain: Social Justice, Social Determinants Of Health, Sustainable Development, Community Development, Diversity Equity and Inclusion Initiatives, Human Development, Interactive Learning, Student-Centred Learning, Policy Analysis, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
supervised learning
advanced ml algorithms & unsupervised learning
unsupervised algorithms in machine learning
trees, svm and unsupervised learning
applied unsupervised learning in python
unsupervised learning and its applications in marketing
supervised machine learning: regression
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In summary, here are 10 of our most popular unsupervised learning courses

  • Fueling Champions: Applied Sport Nutrition for Football: Real Madrid Graduate School Universidad Europea
  • Mastering Blender for 3D Environment Creation: Packt
  • Python GUI Development: Design & Build Apps: EDUCBA
  • Write A Feature Length Screenplay For Film Or Television: Michigan State University
  • Customising your models with TensorFlow 2: Imperial College London
  • Learn to code with AI: Scrimba
  • Introduction to Generative AI: Duke University
  • Severe to Profound Intellectual Disability: Circles of Care and Education: University of Cape Town
  • Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder

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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