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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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    U

    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Digital pedagogy, Teaching, Education and Training, Pedagogy, Student Engagement, Interactive Learning, Instructional Strategies, Collaboration, Case Studies, Student-Centred Learning, Innovation, Higher Education, Driving engagement, Problem Solving, Game Design, Critical Thinking and Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    1.7K reviews

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    438 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Data Analytics & Visualization All-in-One For Dummies

    Skills you'll gain: Data Storytelling, Power BI, Matplotlib, Tableau Software, Plot (Graphics), Data Presentation, Relational Databases, Database Design, Data Cleansing, Data Visualization Software, SQL, Database Theory, Business Intelligence, R (Software), Data Wrangling, Statistical Programming, R Programming, Data Visualization, Data Analysis, Python Programming

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    MLOps Tools: MLflow and Hugging Face

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Hugging Face, Containerization, CI/CD, Docker (Software), Microsoft Azure, Continuous Deployment, Cloud Computing, Machine Learning Software, GitHub

    3.8
    Rating, 3.8 out of 5 stars
    Ā·
    69 reviews

    Advanced Ā· Course Ā· 1 - 4 Weeks

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    P

    Packt

    Claude for Professional Productivity and Task Automation

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Claude Code, AI Workflows, Prompt Engineering Tools, Agentic Workflows, AI Orchestration, Model Context Protocol, Presentations, Excel Formulas, Business Process Automation, Microsoft PowerPoint, Spreadsheet Software, Data Presentation, Financial Data, Tool Calling, Productivity Software, Automation, Financial Modeling, Workflow Management

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI: Beyond the Chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Product Strategy, Google Gemini, Generative AI, AI Enablement, AI Workflows, Google Cloud Platform, Google Workspace, AI Integrations

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    630 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    OpenAI GPTs: Creating Your Own Custom AI Assistants

    Skills you'll gain: Retrieval-Augmented Generation, ChatGPT, Generative AI Agents, Prompt Patterns, Generative AI, Prompt Engineering, OpenAI, OpenAI API, Expense Management, AI Personalization, Expense Reports, Travel Arrangements, Tool Calling, Test Case, Human Computer Interaction, Interaction Design, Responsible AI, Human Centered Design, System Testing, Safety Assurance

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    801 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    E

    Edureka

    Mastering C# and .NET Development

    Skills you'll gain: C# (Programming Language), ASP.NET, Full-Stack Web Development, .NET Framework, Back-End Web Development, CI/CD, Microsoft Azure, Docker (Software), Web Development, Containerization, Application Deployment, PostgreSQL, Object Oriented Programming (OOP), Cloud Infrastructure, Database Management, Web Development Tools, Database Design, API Design, GitHub, Middleware

    Intermediate Ā· Specialization Ā· 1 - 3 Months

  • Status: New
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    S

    Scrimba

    Introduction to Hermes Agent

    Skills you'll gain: Cloud Deployment, Agentic Workflows, Model Deployment, Application Deployment, Generative AI Agents, Agentic systems, AI Workflows, Token Optimization, LLM Application, Cloud Hosting, Virtual Machines, System Configuration, Automation, Servers, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Context Engineering, Generative AI, Prompt Engineering

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
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    S

    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Human Anatomy & Physiology I

    Skills you'll gain: Human Musculoskeletal System, Anatomy, Endocrinology, Orthopedics, Kinesiology, Physiology, Neurology, Medical Terminology, Biochemistry, Cell Biology, Biology, Chemistry, Clinical Practices, Molecular, Cellular, and Microbiology, Lifelong Learning

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    177 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Adobe

    Social and Multimedia Content Creation

    Skills you'll gain: Content Scheduling, Adobe Express, Personalized Campaigns, Data-Driven Marketing, Content Creation, Social Media Content, Multimedia, Cross-Channel Marketing, Marketing Channel, Content Marketing, Web Content, Marketing Strategies, Social Media Marketing, Marketing Design, Digital Media Strategy, Storytelling, Infographics, Graphic and Visual Design, Video Production, Design Elements And Principles

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    600 reviews

    Beginner Ā· Specialization Ā· 1 - 3 Months

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

  • Claves para la innovación en la docencia universitaria:Ā Universitat de Barcelona
  • Custom and Distributed Training with TensorFlow:Ā DeepLearning.AI
  • Data Analytics & Visualization All-in-One For Dummies:Ā John Wiley & Sons
  • MLOps Tools: MLflow and Hugging Face:Ā Duke University
  • Claude for Professional Productivity and Task Automation:Ā Packt
  • Gen AI: Beyond the Chatbot:Ā Google Cloud
  • OpenAI GPTs: Creating Your Own Custom AI Assistants:Ā Vanderbilt University
  • Mastering C# and .NET Development:Ā Edureka
  • Introduction to Hermes Agent:Ā Scrimba
  • AI Agents for Business Automation:Ā SkillsBooster Academy

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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