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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


  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    CertNexus

    ETBIZ (Exam ETZ-210)

    Skills you'll gain: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible

    Skills you'll gain: Interactive Design, File I/O, Computer Graphic Techniques, Memory Management

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Polski

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Strapi Plugin Development, Admin Customization, & Deployment

    Skills you'll gain: Role-Based Access Control (RBAC), Application Deployment, Cloud Deployment, Content Management Systems, Development Environment, Control Panels, Frontend Integration, Package and Software Management, Program Development, Cloud-Based Integration, GitHub, Configuration Management, System Configuration, UI Components, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Automate with Task Lists

    Skills you'll gain: Delegation Skills, Scalability, Workflow Management, Accountability, Automation, Business Process Automation, Collaborative Software, Coordination, Technical Documentation, Editing, Document Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestrutura de IA: Cloud TPUs

    Skills you'll gain: Google Cloud Platform, Model Optimization, Model Training, Interoperability, Performance Tuning, Application Specific Integrated Circuits

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Run Campaign Projects

    Skills you'll gain: Microsoft Outlook, Campaign Management, Process Improvement, Sprint Retrospectives, Email Marketing, Campaign Planning, Continuous Improvement Process, Project Management, Marketing Strategies, Knowledge Transfer, Meeting Facilitation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Português

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Cómo utilizar BigQuery ML para ejecutar inferencias

    Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, Machine Learning Methods, Google Cloud Platform, Model Deployment, Machine Learning, Machine Learning Algorithms, Predictive Modeling, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Unreal Engine 5 Integration & Scene Finalization

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, Computer Graphic Techniques, User Interface (UI), Computer Graphics, Image Quality, Game Design, Video Game Development, Data Import/Export, Fine-tuning, Performance Tuning, Graphic and Visual Design, Simulations

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Science Graduate Certificate: University of Colorado Boulder
  • ETBIZ (Exam ETZ-210): CertNexus
  • Create Minecraft-Inspired Voxel Worlds - Unity 6 Compatible: Packt
  • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud
  • Strapi Plugin Development, Admin Customization, & Deployment: Packt
  • Automate with Task Lists: Coursera
  • Infraestrutura de IA: Cloud TPUs: Google Cloud
  • Run Campaign Projects: Coursera
  • Responsible AI for Developers: Fairness & Bias - Português: Google Cloud
  • Cómo utilizar BigQuery ML para ejecutar inferencias: 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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