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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

    Business Considerations for 5G with Edge, IoT, and AI

    Skills you'll gain: Case Studies, Emerging Technologies, Technology Strategies, Digital Transformation, Business Transformation, AI Security, AI Enablement, Business Technologies, Real Time Data, AI Integrations, Internet Of Things, Wireless Networks, Cybersecurity, Operational Efficiency, Telecommunications, Data Security, Artificial Intelligence, Information Privacy, Network Performance Management

    4.9 stars, 73 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (73) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Administration of Red Hat Linux Systems

    Skills you'll gain: Linux, Package and Software Management, Linux Administration, Red Hat Enterprise Linux, File Systems, Scripting, User Accounts, Linux Servers, Command-Line Interface, Shell Script, System Configuration, Unix Shell, Operating System Administration, Unix Commands, Open Source Technology, Disaster Recovery, Linux Commands, System Monitoring, Identity and Access Management, User Provisioning

    4.9 stars, 18 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (18) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of London

    Statistics and Clustering in Python

    Skills you'll gain: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Applied Machine Learning, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Plot (Graphics), Data Processing, Data Visualization Software, Python Programming, Machine Learning

    4.5 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Model Training, Model Evaluation, Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, AI literacy, Machine Learning Algorithms, Data Collection, Ethical Standards And Conduct, Computational Thinking, Economics

    4.7 stars, 582 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (582) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Washington

    Programming Languages, Part C

    Skills you'll gain: Ruby (Programming Language), Other Programming Languages, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Functional Design, Code Reusability

    4.9 stars, 463 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (463) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Azure SQL

    Skills you'll gain: Database Administration, Database Theory, Microsoft Azure, Databases, Database Software, Relational Databases, MySQL, SQL, Database Management Systems, Database Management, NoSQL, Query Languages, PostgreSQL, Data Security, Data Management, Cloud Deployment

    4.6 stars, 276 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (276) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    AI Foundations with Python: Build & Visualize

    Skills you'll gain: Seaborn, Matplotlib, NumPy, Plot (Graphics), Scatter Plots, Statistical Visualization, Data Visualization Software, Box Plots, Histogram, Jupyter, Heat Maps, Graphing, Data Manipulation, Artificial Intelligence, Analysis, AI Workflows, Development Environment

    4.5 stars, 20 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (20) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Modelos de diseño instruccional para ambientes digitales

    Skills you'll gain: Digital pedagogy, Instructional and Curriculum Design, Education Software and Technology, Instructional Design, Course Development, Pedagogy, Education and Training, Instructional Strategies, Training Programs, Educational Materials, Strategic Planning, Program Evaluation, Learning Theory, Quality Assurance, Ideation

    4.7 stars, 450 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to UX/UI Design

    Skills you'll gain: User Experience, Adobe XD, Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Collaborative Software, Prototyping, Software Development Life Cycle

    4.7 stars, 109 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (109) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Generative AI for Healthcare

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Prompt Engineering Tools, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Fine-tuning

    3.9 stars, 75 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (75) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Universidad de Palermo

    Psicología del Aprendizaje

    Skills you'll gain: Student-Centred Learning, Human Learning, Learning Theory, Behavior Management, Psychology, Pedagogy, Culture, Education and Training, Student Engagement, Learning Strategies, Social Sciences, Habit Formation, Interpersonal Communications

    4.9 stars, 391 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (391) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    4.9 stars, 19 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (19) · Intermediate · Specialization · 3 - 6 Months

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

  • Business Considerations for 5G with Edge, IoT, and AI: EDUCBA
  • Administration of Red Hat Linux Systems: EDUCBA
  • Statistics and Clustering in Python: University of London
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Programming Languages, Part C: University of Washington
  • Microsoft Azure SQL: Microsoft
  • AI Foundations with Python: Build & Visualize: EDUCBA
  • Modelos de diseño instruccional para ambientes digitales: Tecnológico de Monterrey
  • Introduction to UX/UI Design: IBM
  • Generative AI for Healthcare: 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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