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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


  • W

    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, AI Workflows, AI Integrations, Personalized Campaigns, Document Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Implementing BGP in a Service Provider Network

    Skills you'll gain: Network Monitoring, Network Planning And Design

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Model Optimization, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Agentic Workflows, AI Orchestration, AI Enablement, Prompt Patterns, Enterprise Security, AI Integrations, Agentic systems, LLM Application, AI literacy, Artificial Intelligence, Customer experience improvement, Decision Making, Organizational Strategy, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    JavaScript Masterclass - Zero To Job Ready With 10 Projects

    Skills you'll gain: Webpack, Object Oriented Programming (OOP), Object Oriented Design, Full-Stack Web Development, JSON, Web Development Tools, Javascript, Event-Driven Programming, HTML and CSS, Application Programming Interface (API), Application Deployment, Web Applications, Web Development, Kanban Principles, Code Reusability, Hypertext Markup Language (HTML), Browser Compatibility, Programming Principles, Data Persistence, GitHub

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Create Image Captioning Models - בעברית

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

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Embed Everything

    Skills you'll gain: Embeddings, Scikit Learn (Machine Learning Library), Transfer Learning, NumPy, Data Pipelines, Unstructured Data, Applied Machine Learning, Python Programming, Natural Language Processing, Dimensionality Reduction, AI Workflows, Machine Learning Methods, Scripting, Model Evaluation, Scientific Visualization, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design Ethical AI Rewards and Policies

    Skills you'll gain: Reinforcement Learning, Law, Regulation, and Compliance, Accountability Frameworks, Regulatory Compliance, Agentic systems, Due Diligence, Regulation and Legal Compliance, Risk Analysis, Policy Analysis, Policy Development

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, Context Engineering, AI Orchestration, System Monitoring, Generative AI, Data Processing, AI Workflows, Extract, Transform, Load, Scalability, Large Language Modeling, Data Architecture, Data Pipelines, Embeddings, Continuous Monitoring, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • F

    FutureThink

    Modern Efficiency: Use AI to Lead Productivity

    Skills you'll gain: Meeting Facilitation, Productivity, Operational Efficiency, Time Management, Organizational Leadership, Business Leadership, Leadership, Leadership and Management, Decision Making, Strategic Leadership, Leadership Development, Strategic Decision-Making, Communication Planning, Generative AI, Communication Strategies, Strategic Communication, Artificial Intelligence and Machine Learning (AI/ML), Communication, Business Communication, Corporate Communications

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Unreal Engine 5 - Environment Design

    Skills you'll gain: Virtual Environment, Unreal Engine, Virtual Reality, 3D Assets, Video Game Development, Game Design, Conceptual Design, Performance Tuning, Layout Design, Creativity

    Beginner · Course · 1 - 4 Weeks

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

  • AWS: Managed AI Services: Whizlabs
  • Implementing BGP in a Service Provider Network: Cisco Learning and Certifications
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Generative AI Leader: Google Cloud
  • JavaScript Masterclass - Zero To Job Ready With 10 Projects: Packt
  • Create Image Captioning Models - בעברית: Google Cloud
  • Embed Everything: Coursera
  • Build Predictive & Supervised Models: Coursera
  • Design Ethical AI Rewards and Policies: Coursera
  • GenAI Data Engineering and RAG Systems: Starweaver

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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