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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


  • E

    EDUCBA

    Clinical Research in Healthcare

    Skills you'll gain: Clinical Research, Clinical Trials, Clinical Research Coordination, Qualitative Research, Health Technology, Clinical Trial Management Systems, Health Care, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Care Administration, Clinical Monitoring, Medical Science and Research, Care Management, Research Methodologies, Research, Insurance, Healthcare 5.0, Analysis, Planning, Environment

    4.9 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (18) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • I

    IE Business School

    Storytelling in Branding and Content Marketing

    Skills you'll gain: Storytelling, Content Marketing, Brand Strategy, Content Creation, Driving engagement, Drive Engagement, Branding, Brand Awareness, Advertising, Brand Loyalty, Journalism, Customer Engagement, Target Audience

    4.4 stars, 358 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (358) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Science Matters: Let's Talk About COVID-19

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Infectious Diseases, Community Health, Infection Control, Economics, Policy, and Social Studies, Community Outreach, Health Systems, Socioeconomics, Health Policy, Clinical Practices, Diagnostic Tests, General Medicine, Microbiology, Media and Communications, Molecular Biology

    4.2 stars, 223 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (223) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • A

    American Psychological Association

    Student Success

    Skills you'll gain: Stress Management, Resilience, Writing, Writing and Editing, Editing, Mental Health, Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Physiology, Habit Formation, Productivity, Psychology, Motion Arguments, Oral Expression, Time Management, Critical Thinking, Scientific Methods, Mental Health Diseases and Disorders

    4.8 stars, 42 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (42) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Digital Marketing for Career Growth

    Skills you'll gain: LinkedIn, Professional Networking, Blogs, Content Marketing, Customer Engagement, Content Performance Analysis, Cloud Platforms, Marketing Analytics, Collaborative Software, Content Creation, Business Technologies, Business Marketing, Content Development and Management, Advertising Campaigns, Sales Prospecting, Social Media Content, Customer Relationship Building, Social Media, Social Media Marketing, Marketing

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Oracle DBA 21c: Design, Manage & Secure Databases

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Database Administration, Operational Databases, Database Software, Database Architecture and Administration, Database Systems, Relational Databases, Database Management, SQL, Data Storage, Data Management, Performance Tuning, Data Integrity, Cyber Security Policies, Security Controls, Authorization (Computing), Identity and Access Management, System Monitoring, User Accounts

    5 stars, 18 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (18) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tableau Learning Partner

    Data Analysis with Tableau

    Skills you'll gain: Exploratory Data Analysis, Tableau Software, Data Preprocessing, Statistical Visualization, Data Analysis, Descriptive Statistics, Predictive Analytics, Box Plots, Statistical Analysis, Scatter Plots, Data Visualization Software, Statistical Reporting, Trend Analysis, Analytics, Histogram, Data Manipulation, Regression Analysis, Correlation Analysis

    4.4 stars, 114 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (114) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Aboriginal Worldviews and Education

    Skills you'll gain: Cultural Responsiveness, Formal Learning, Education and Training, Cultural Diversity, Social Sciences, Social Studies, Diversity Awareness, Intercultural Competence, Cultural Sensitivity, Social Justice, Liberal Arts, Curriculum Planning, Advocacy, Oral Expression, Storytelling

    4.7 stars, 504 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (504) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Model Training, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Deep Learning, Machine Learning

    4.3 stars, 117 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (117) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Application Development, Scripting Languages, Shell Script, Model View Controller, Python Programming, Software Development Methodologies, Data Validation, Record Keeping, Programming Principles, Code Reusability, Problem Solving

    4.9 stars, 49 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.9 (49) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Generative AI Applications

    Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, AI Orchestration, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Solution Architecture, Data Management

    4.5 stars, 127 reviews, Beginner, Professional Certificate, 1 - 3 Months

    ★ 4.5 (127) · Beginner · Professional Certificate · 1 - 3 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • L

    Lund University

    European Business Law: Competing in Europe

    Skills you'll gain: Intellectual Property, Legal Strategy, Legal Writing, Regulation and Legal Compliance, Law, Regulation, and Compliance, Compliance Management, Commercial Laws, Competitive Analysis, Mergers & Acquisitions, Advocacy, Commercialization, Branding, Brand Strategy, Procurement, Innovation

    4.8 stars, 310 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (310) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • Clinical Research in Healthcare: EDUCBA
  • Storytelling in Branding and Content Marketing: IE Business School
  • Science Matters: Let's Talk About COVID-19: Imperial College London
  • Student Success: American Psychological Association
  • Digital Marketing for Career Growth: EDUCBA
  • Oracle DBA 21c: Design, Manage & Secure Databases: EDUCBA
  • Data Analysis with Tableau: Tableau Learning Partner
  • Aboriginal Worldviews and Education: University of Toronto
  • Object Localization with TensorFlow: Coursera
  • Python Scripting Masterclass: From Basics to Real Projects: EDUCBA

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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