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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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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Analyze

    Skills you'll gain: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Orchestrate, Evaluate, and Release GenAI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Verification And Validation, Site Reliability Engineering, AI Workflows, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, System Requirements, Business Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Görüntülere Altyazı Ekleme Modelleri Oluşturma

    Skills you'll gain: Image Analysis, Model Training, Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Embeddings, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Machine Learning Methods, Data Store, Keras (Neural Network Library), Data Pipelines, Data Transformation, Machine Learning, Data Modeling, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender 4 - Geometry Nodes for Beginners

    Skills you'll gain: 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Model Optimization, User Interface (UI)

    Beginner · Course · 1 - 3 Months

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    Packt

    Survey of Data Science

    Skills you'll gain: Data Wrangling, Data Mining, Classification Algorithms, Data Storage, Logistic Regression, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ASP.NET Core Razor Pages - The Complete Guide (.NET 6)

    Skills you'll gain: ASP.NET, .NET Framework, Identity and Access Management, Full-Stack Web Development, Web Applications, Microsoft Azure, Web Development, Cloud Deployment, Application Deployment, Database Development, Cloud Applications, Database Application, Authorization (Computing), Frontend Integration, Role-Based Access Control (RBAC), Authentications, Databases, Software Architecture, Systems Architecture, Payment Systems

    Intermediate · Course · 3 - 6 Months

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    Packt

    ChatGPT for Cybersecurity: AI Tools for Threat Defense

    Skills you'll gain: Prompt Engineering, ChatGPT, Incident Response, Prompt Patterns, Prompt Engineering Tools, Responsible AI, Cyber Threat Intelligence, Computer Security Incident Management, AI Security, Vulnerability Management, Data Ethics, Incident Management, Vulnerability Assessments, Security Awareness, Cybersecurity, IT Automation, Computer Security Awareness Training, Cyber Security Strategy, AI Integrations, Threat Detection

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: Token Optimization, LLM Application, Model Optimization, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Prompt Patterns, A/B Testing, Retrieval-Augmented Generation, Model Evaluation, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building Web Applications with Flask

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

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Skillshare

    Cinematic Lighting in Maya: Fundamentals & Scene Setup

    Skills you'll gain: Post-Production, Autodesk Maya, Photo Editing, Computer Graphics, Cinematography, Photography, Visual Storytelling, Visualization (Computer Graphics), Adobe Photoshop, Computer Graphic Techniques, Image Quality, Storytelling

    Intermediate · Course · 1 - 4 Weeks

1…731732733…763

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

  • CyberSec First Responder – Advanced (CFR-A): Analyze: CertNexus
  • Orchestrate, Evaluate, and Release GenAI Systems: Coursera
  • Görüntülere Altyazı Ekleme Modelleri Oluşturma: Google Cloud
  • Feature Engineering - Italiano: Google Cloud
  • Blender 4 - Geometry Nodes for Beginners: Packt
  • Survey of Data Science: Packt
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • ASP.NET Core Razor Pages - The Complete Guide (.NET 6): Packt
  • ChatGPT for Cybersecurity: AI Tools for Threat Defense: Packt
  • Benchmark & Optimize LLM App Performance: Coursera

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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