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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Build Interactive Dashboards for Meaningful Insights

    Skills you'll gain: Dashboard, Dashboard Creation, Key Performance Indicators (KPIs), Conversion Funnel Analysis, Interactive Data Visualization, Data Presentation, Requirements Elicitation, Performance Reporting, Data Storytelling, Exploratory Data Analysis, Requirements Analysis, Functional Specification, Business Requirements, Stakeholder Analysis, Technical Documentation, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Explore and Visualize Data the Python Way

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Statistical Analysis, Python Programming, GitHub

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Strategic Applications of Valuation in Corporate Finance

    Skills you'll gain: Mergers & Acquisitions, Corporate Strategy, Business Valuation, Business Analytics, Financial Management, Corporate Finance, Stakeholder Communications, Portfolio Management, Financial Market, Business Strategy, Strategic Decision-Making, Corporate Communications, Financial Analysis, Strategic Communication, Finance, Financial Forecasting, Forecasting, Financial Acumen, Risk Analysis, Decision Making

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Optimize SQL and Vector Search Parameters

    Skills you'll gain: Performance Testing, Retrieval-Augmented Generation, Vector Databases, LLM Application, Performance Tuning, Query Languages, SQL, Benchmarking, System Monitoring, Secure Coding

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    프로덕션 머신러닝 시스템

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Data Validation, Model Evaluation, Performance Tuning, Distributed Computing, Cloud Deployment, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Building Web Applications with Flask

    Skills you'll gain: Flask (Web Framework), Restful API, Software Testing, Web Services, Verification And Validation, Databases, API Design, Software Quality (SQA/SQC), Secure Coding, JSON, Application Programming Interface (API), MongoDB, Relational Databases, Web Applications, Application Frameworks, NoSQL, Back-End Web Development, Python Programming, Responsive Web Design, Maintainability

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Visual Design of UI & Backends with AWS Amplify Studio

    Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Cloud Deployment, Development Environment, JavaScript Frameworks, Frontend Integration, Web Development Tools, Web Applications, Amazon Web Services, Identity and Access Management, User Interface (UI), Software Development Tools, User Interface (UI) Design, Content Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Responsible AI: Privacy & Safety - Português

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Federated Learning, Google Cloud Platform, Information Privacy, Cloud Security, Personally Identifiable Information, Data Security, Artificial Intelligence, Data Loss Prevention, Safety and Security, Encryption

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Blazor – Security, Payments & Deployment

    Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Applications, Application Deployment, Application Programming Interface (API), Authentications, Payment Systems, Authorization (Computing), Email Security, Role-Based Access Control (RBAC), UI Components, Identity and Access Management, Email Automation, Database Management, Transaction Processing, User Interface (UI)

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Operational Data Store, Feature Engineering, Data Store, Data Storage, Data Modeling, Data Management, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Kodlayıcı-Kod Çözücü Mimarisi

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Generative Model Architectures, Natural Language Processing, Applied Machine Learning, Deep Learning

    Advanced · Course · 1 - 4 Weeks

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

  • Build Interactive Dashboards for Meaningful Insights: Coursera
  • Explore and Visualize Data the Python Way: Coursera
  • Configuring MongoDB Atlas with BigQuery Dataflow Templates: Google Cloud
  • Strategic Applications of Valuation in Corporate Finance: John Wiley & Sons
  • Optimize SQL and Vector Search Parameters: Coursera
  • 프로덕션 머신러닝 시스템: Google Cloud
  • Building Web Applications with Flask: Packt
  • Visual Design of UI & Backends with AWS Amplify Studio: Packt
  • Responsible AI: Privacy & Safety - Português: Google Cloud
  • Advanced Blazor – Security, Payments & Deployment: Packt

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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