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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


  • P

    Pontificia Universidad Católica de Chile

    Programación en Python II: aprendiendo a estructurar datos

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Python Programming, Solution Design, Analysis

    4.7 stars, 106 reviews, Intermediate, Course, 1 - 3 Months

    ā˜… 4.7 (106) Ā· Intermediate Ā· Course Ā· 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing

    4 stars, 137 reviews, Beginner, Specialization, 3 - 6 Months

    ā˜… 4 (137) Ā· Beginner Ā· Specialization Ā· 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Online teaching: Using Zoom to connect with learners

    Skills you'll gain: Lesson Planning, Interactive Learning, Pedagogy, Driving engagement, Instructional Strategies, Digital pedagogy, Blended Learning, Collaborative Software, Instructional Design, Adult Learning Principles, digital literacy, Information Privacy

    4.8 stars, 78 reviews, Beginner, Course, 1 - 3 Months

    ā˜… 4.8 (78) Ā· Beginner Ā· Course Ā· 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Forex Trading and Technical Analysis

    Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Financial Trading, Financial Market, Risk Management, Market Data, Marketing Psychology, Market Dynamics, Market Analysis, Risk Analysis, Financial Analysis, Performance Analysis, Risk Control, Test Automation, Analysis, Forecasting, Order Entry, Order Management, Transaction Processing

    Beginner Ā· Specialization Ā· 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    McMaster University

    SzemlƩletvƔltƔs

    Skills you'll gain: Lifelong Learning, Learning Strategies, Open Mindset, Growth Mindedness, Adaptability, Professional Development, Mentorship, Personal Development, Stress Management, Empowerment, Overcoming Obstacles, Learning Styles, Creativity, Meditation & Breathwork, Cultural Diversity

    4.9 stars, 77 reviews, Beginner, Course, 1 - 4 Weeks

    ā˜… 4.9 (77) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    AI Business School

    AI for HR

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Personalization, Agentic Workflows, Responsible AI, Generative AI, Risk Management, HR Tech, Personalized Campaigns, AI literacy, AI Workflows, AI Enablement, ChatGPT, Generative AI Agents, Risk Analysis, Productivity, Artificial Intelligence, LLM Application, Innovation, Ideation

    4.7 stars, 41 reviews, Beginner, Specialization, 1 - 3 Months

    ā˜… 4.7 (41) Ā· Beginner Ā· Specialization Ā· 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Precalculus: Mathematical Modeling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Data Modeling, Systems Of Measurement, Regression Analysis, Trigonometry

    4.8 stars, 98 reviews, Beginner, Course, 1 - 4 Weeks

    ā˜… 4.8 (98) Ā· Beginner Ā· Course Ā· 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Estimating and Bidding in Construction

    Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication

    4.4 stars, 23 reviews, Intermediate, Specialization, 3 - 6 Months

    ā˜… 4.4 (23) Ā· Intermediate Ā· Specialization Ā· 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Dairy Nutrition for Udder Success

    Skills you'll gain: Nutritional Assessment, Predictive Analytics, Machine Learning Methods, Maternal Health, Machine Learning, Diagnostic Tests, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology

    4.9 stars, 37 reviews, Intermediate, Specialization, 3 - 6 Months

    ā˜… 4.9 (37) Ā· Intermediate Ā· Specialization Ā· 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Snowflake

    Introduction to Generative AI with Snowflake

    Skills you'll gain: Prompt Engineering, Generative AI, Fine-tuning, Generative Model Architectures, LLM Application, Large Language Modeling, Application Deployment, Unstructured Data, Application Development, Natural Language Processing

    4.7 stars, 51 reviews, Intermediate, Course, 1 - 4 Weeks

    ā˜… 4.7 (51) Ā· Intermediate Ā· Course Ā· 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    3DS Max Mastery: Character Modeling & Animation

    Skills you'll gain: 3D Modeling, 3D Assets, Animation and Game Design, Computer Graphics, Visualization (Computer Graphics), Autodesk, SketchUp (3D Modeling Software), Computer Graphic Techniques, Autodesk Maya, Animations, Adobe Photoshop, Photo Editing, Workflow Management, Image Quality, Design and Product, Model Optimization, Mathematical Modeling, Graphical Tools, Design, Process Design

    5 stars, 17 reviews, Beginner, Specialization, 3 - 6 Months

    ā˜… 5 (17) Ā· Beginner Ā· Specialization Ā· 3 - 6 Months

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    The Define Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Process Analysis, Analysis, Process Improvement, Business Analysis Tools, Project Documentation, Quality Improvement, Customer Insights, Quality Assessment, Customer Analysis, Continuous Quality Improvement (CQI), Quality Management, Project Management, Project Scoping, Project Planning

    4.3 stars, 117 reviews, Mixed, Course, 1 - 3 Months

    ā˜… 4.3 (117) Ā· Mixed Ā· Course Ā· 1 - 3 Months

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

  • Programación en Python II: aprendiendo a estructurar datos:Ā Pontificia Universidad Católica de Chile
  • Vertex AI Search for Retail:Ā Google Cloud
  • Online teaching: Using Zoom to connect with learners:Ā Macquarie University
  • Forex Trading and Technical Analysis:Ā EDUCBA
  • SzemlĆ©letvĆ”ltĆ”s:Ā McMaster University
  • AI for HR:Ā AI Business School
  • Precalculus: Mathematical Modeling:Ā Johns Hopkins University
  • Estimating and Bidding in Construction:Ā University of California, Davis
  • Dairy Nutrition for Udder Success:Ā University of Illinois Urbana-Champaign
  • Introduction to Generative AI with Snowflake:Ā Snowflake

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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