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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


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    The George Washington University

    Leading Healthcare Quality and Safety

    Skills you'll gain: Patient Safety, Clinical Leadership, Health Technology, Health Informatics, Health Care Administration, Continuous Quality Improvement (CQI), Safety Assurance, Health Policy, Healthcare Industry Knowledge, Health Care, Healthcare Ethics, Job Safety Analysis, Organizational Change, Change Management, Systems Of Measurement

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Multiple educators

    DeepLearning.AI Data Engineering

    Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    619 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    U

    Universidad de los Andes

    Programación en Python

    Skills you'll gain: File I/O, Plot (Graphics), Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Data Processing, Algorithms, Data Import/Export, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Data Structures, Graphing, Data Analysis, Computational Logic

    4.5
    Rating, 4.5 out of 5 stars
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    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    Universidad Austral

    Aprende a programar con Python

    Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, Debugging, File I/O, Data Structures, Python Programming, JSON, Computer Programming, Programming Principles, Software Installation, Package and Software Management

    4.5
    Rating, 4.5 out of 5 stars
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    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Michigan

    AI Literacy for Everyone

    Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    571 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    A

    American Psychological Association

    Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors

    Skills you'll gain: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Mental Health Therapies, Psychiatry, Psychological Evaluations, Mental Health, Substance Abuse Counseling, Psychology, Cognitive Behavioral Therapy, Psychiatric Assessments, Patient Evaluation, Behavioral Health, Psychotherapy, Culture, Cultural Sensitivity, Epidemiology, Pharmacology, Psychosocial Assessments

    4.8
    Rating, 4.8 out of 5 stars
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    358 reviews

    Beginner · Specialization · 3 - 6 Months

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    S

    Sage Publications

    Foundations of Sales and Consumer Behavior

    Skills you'll gain: B2B Sales, Sales Strategy, Consumer Behaviour, Sales, Sales Management, Business Marketing, General Sales Practices, Selling Techniques, Marketing Channel, Brand Loyalty, Sales Process, Marketing Strategies, Marketing, Customer Analysis, Sales Enablement, Specialized Sales, Cross-Channel Marketing, Marketing Effectiveness, Business-To-Consumer, Sales Support

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    T

    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: Language Competency, Adaptability, Student Support and Services, Program Evaluation, Student Engagement, Academic Advising, Culture, Formal Learning, Planning, Multilingualism, Program Development, Education and Training, Project Planning

    4.8
    Rating, 4.8 out of 5 stars
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    457 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Developing Front-End Apps with React

    Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow

    4.4
    Rating, 4.4 out of 5 stars
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    782 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development

    4.5
    Rating, 4.5 out of 5 stars
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    148 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    G

    Google

    AI for App Deployment

    Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    99 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    J

    John Wiley & Sons

    Maximizing Facebook: Marketplace & Features

    Skills you'll gain: Facebook, Fundraising, Fundraising and Crowdsourcing, Social Media, Social Media Content, Social Media Marketing, Social Media Management, Event Marketing, Social Media Strategy, Shared Media, Event Management, Content Scheduling, Content Strategy, Drive Engagement, Public Affairs, General Sales Practices, Content Creation, Selling Techniques, Online Advertising, Communication

    Intermediate · Course · 1 - 3 Months

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

  • Leading Healthcare Quality and Safety: The George Washington University
  • DeepLearning.AI Data Engineering: DeepLearning.AI
  • Programación en Python: Universidad de los Andes
  • Aprende a programar con Python: Universidad Austral
  • AI Literacy for Everyone: University of Michigan
  • Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors: American Psychological Association
  • Foundations of Sales and Consumer Behavior: Sage Publications
  • Studying at Japanese Universities: The University of Tokyo
  • Developing Front-End Apps with React: IBM
  • Fundamentals of Building AI Agents: IBM

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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