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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: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Instructional Design Foundations and Applications

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, People Development, Education and Training, Pedagogy, Instructional Strategies, Systems Analysis, Job Analysis, Process Analysis, Analysis, Learning Styles

    4.1
    Rating, 4.1 out of 5 stars
    ·
    894 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    V

    Vanderbilt University

    Honors AI Agents for High School Students

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    L

    Lund University

    Understanding and Evaluating AI for Mental Health

    Skills you'll gain: Large Language Modeling, Model Evaluation, Artificial Intelligence, Generative AI, Machine Learning, Natural Language Processing, Clinical Psychology, Mental Health, Clinical Practices

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Automatic Data Processing, Inc. (ADP)

    Payroll and Tax Fundamentals

    Skills you'll gain: Tax, Payment Systems, Compensation Management, Tax Laws

    4.7
    Rating, 4.7 out of 5 stars
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    151 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design

    4.1
    Rating, 4.1 out of 5 stars
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    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    T

    The Hong Kong University of Science and Technology

    Python and Statistics for Financial Analysis

    Skills you'll gain: Statistical Inference, Portfolio Risk, Statistical Methods, Pandas (Python Package), Statistical Hypothesis Testing, Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Risk Management, Feature Engineering, Regression Analysis, Financial Analysis, Jupyter, Financial Market, Python Programming, Data Visualization

    4.4
    Rating, 4.4 out of 5 stars
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    4.6K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    A

    Adobe

    Generative AI in Adobe Creative Cloud

    Skills you'll gain: Photo Editing, Adobe Illustrator, Adobe Express, Adobe Photoshop, Typography, Responsible AI, AI powered creativity, Color Theory, Generative AI, Graphic and Visual Design, Graphic and Visual Design Software, Graphic Design, Photography, Visual Storytelling, Data Ethics, Design, Adobe Firefly, Creative Design, Branding, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    P

    Pearson

    Individual Behavior, Groups, and Teams

    Skills you'll gain: Team Performance Management, Team Management, Teamwork, Team Building, People Management, Behavior Management, Team Leadership, Management Training And Development, Team Motivation, Staff Management, Collaboration, Behavioral Management, Cooperation, Conflict Management, Culture, Influencing, Industrial and Organizational Psychology, Employee Performance Management, Interpersonal Communications, Human Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    DevOps, DataOps, MLOps

    Skills you'll gain: MLOps (Machine Learning Operations), GitHub Copilot, Responsible AI, Model Deployment, Containerization, Web Frameworks, Rust (Programming Language), AI Workflows, DevOps, Hugging Face, Applied Machine Learning, Cloud Solutions, Cloud-Native Computing, Machine Learning, Serverless Computing, Application Deployment, GitHub, Command-Line Interface, Big Data

    4.1
    Rating, 4.1 out of 5 stars
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    234 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    P

    Pearson

    Lifespan Development Introduction and Theories

    Skills you'll gain: Human Development, Child Development, Human Learning, Psychology, Gerontology, Learning Theory, Research, Research Methodologies, Psychosocial Assessments

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Digital Leader Training

    Skills you'll gain: Responsible AI, Agentic Workflows, Data Architecture, Cloud Security, Cloud Management, Digital Transformation, Data Governance, Cloud Storage, Google Cloud Platform, Data Strategy, Data Storage, Agentic systems, Cloud Infrastructure, Site Reliability Engineering, Data Warehousing, Cloud Platforms, Cloud Services, Service Level, Cloud Standards, Cloud Hosting

    4.8
    Rating, 4.8 out of 5 stars
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    4.9K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • T

    The University of Edinburgh

    EDIVET: Do you have what it takes to be a veterinarian?

    Skills you'll gain: Anatomy, Respiratory Care, Pathology, Vital Signs, Cardiology, Basic Patient Care, Physiology, Patient Observation, Health Care, Clinical Assessment, Cell Biology, Patient Communication

    4.8
    Rating, 4.8 out of 5 stars
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    2.6K reviews

    Mixed · Course · 1 - 3 Months

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

  • Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign
  • Honors AI Agents for High School Students: Vanderbilt University
  • Understanding and Evaluating AI for Mental Health: Lund University
  • Payroll and Tax Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
  • Generative AI in Adobe Creative Cloud: Adobe
  • Individual Behavior, Groups, and Teams: Pearson
  • DevOps, DataOps, MLOps: Duke University
  • Lifespan Development Introduction and Theories: Pearson

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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