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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

    Packt

    Advanced Rust – Lifetimes, Iterators, Testing & Randomness

    Skills you'll gain: Memory Management

    Advanced · Course · 1 - 3 Months

  • W

    Whizlabs

    Getting Started with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Responsible AI, Retrieval-Augmented Generation, AI Orchestration, Amazon Web Services, AI Workflows, Agentic Workflows, Generative AI, AI Security, Generative AI Agents, Model Evaluation, Automation, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI Foundations for Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, AI literacy, Generative AI, Large Language Modeling, AI Workflows, Risking, AI Integrations, AI Personalization, Data Ethics, Emerging Technologies, Decision Making, Verification And Validation, Business

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, LLM Application, AI Workflows, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Hands-on BGP

    Skills you'll gain: Border Gateway Protocol, Routing Protocols, Multiprotocol Label Switching, Network Routing, Network Routers, Virtual Private Networks (VPN), Network Protocols, Network Troubleshooting, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    IA generativa: para além do chatbot

    Skills you'll gain: Responsible AI, Prompt Engineering, Google Gemini, Generative AI, AI Product Strategy, Google Cloud Platform, AI Integrations

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Django with Tailwind CSS

    Skills you'll gain: Django (Web Framework), Dashboard Creation, Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Object-Relational Mapping, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, Code Reusability, User Interface (UI), Development Environment, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Deploying Open Models

    Skills you'll gain: Model Deployment, Docker (Software), Containerization, Cloud Deployment, Application Deployment, MLOps (Machine Learning Operations), Hugging Face, Generative AI, Cloud Computing Architecture, Serverless Computing, Cloud Hosting, Cloud Technologies, Cloud Platforms, Security Controls, System Monitoring, Configuration Management, Release Management, Infrastructure Security, Continuous Monitoring, Application Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Attention Mechanism - 한국어

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 5

    Skills you'll gain: Kubernetes, DevOps, Application Programming Interface (API), Authorization (Computing), Application Deployment, Role-Based Access Control (RBAC), Application Security, Authentications, Capacity Management, Security Controls, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Algorithms & Recursion

    Skills you'll gain: Cryptography, Algorithms, Encryption, Theoretical Computer Science, Combinatorics, Arithmetic, Applied Mathematics, Logical Reasoning

    Beginner · Course · 1 - 3 Months

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

  • Advanced Rust – Lifetimes, Iterators, Testing & Randomness: Packt
  • Getting Started with Amazon Bedrock: Whizlabs
  • GenAI Foundations for Professionals: Starweaver
  • Gen AI Using Hugging Face Training: Simplilearn
  • Hands-on BGP: Packt
  • IA generativa: para além do chatbot: Google Cloud
  • Django with Tailwind CSS: Packt
  • Optimize AI: Build Robust Ensemble Models: Coursera
  • Deploying Open Models: Coursera
  • Attention Mechanism - 한국어: 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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