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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


  • I

    Institut Mines-Télécom

    SCHC : A new era of interoperability

    Skills you'll gain: Internet Of Things, Network Protocols, TCP/IP, Interoperability, Communication Systems, Digital Communications, Telecommunications, Open Source Technology, Virtual Machines, Virtual Environment

    Mixed · Course · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    ¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica

    Skills you'll gain: Analytics, Digital Analysis, Data Sharing, People Analytics, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Predictive Modeling, Innovation, Learning Styles, Leadership, Communication

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Persone, tecnologia e futuro della mobilità

    Skills you'll gain: Automation, Electrical Systems, Interactive Learning, Social Studies, Social Sciences, Economics, Policy, and Social Studies, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Sustainable Systems, Transportation Operations, Policy Analysis, Technology Roadmaps, Emerging Technologies, Health Equity, Social Impact, Environmental Issue, Socioeconomics, Climate Change Mitigation, Infrastructure Architecture, Sensory Systems Analysis

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Project Management Essentials: Lead Projects with Confidence

    Skills you'll gain: Scope Management, Project Scoping, Stakeholder Management, Project Management, Agile Project Management, Project Controls, Stakeholder Engagement, Expectation Management, Project Estimation, Stakeholder Communications, Conflict Management, Team Leadership, Resource Management, Verbal Communication Skills, Resource Allocation, Communication, Discussion Facilitation, Cost Estimation, Project Planning, Team Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Data Science Model Deployments and Cloud Computing on GCP

    Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Continuous Deployment, Application Performance Management, Continuous Integration, Google App Engine, Model Training, Site Reliability Engineering

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Increasing Application Security: Bedrock Guardrails & GenAI

    Skills you'll gain: Amazon Bedrock, AI Security, Prompt Engineering, Generative AI, Security Engineering, Application Security, Responsible AI, Security Controls

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering

    Advanced · Course · 1 - 4 Weeks

  • S

    Skillshare

    3D Design in Unreal Engine: Create a Realistic Environment

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, Game Design, 3D Modeling, Video Game Development, Animation and Game Design, Prototyping, Design Strategies, Layout Design

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Web Development Fundamentals

    Skills you'll gain: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Web Design and Development, Javascript, Integrated Development Environments, Web Development Tools, Development Environment, UI Components, User Interface (UI), Event-Driven Programming, Animations

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Model Training, Data Integrity, Model Optimization, Cloud-Native Computing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Full-Stack Web Development with TypeScript 5

    Skills you'll gain: TypeScript, Restful API, API Design, Full-Stack Web Development, PostgreSQL, Application Programming Interface (API), Object-Relational Mapping, Secure Coding, Web Applications, AI Integrations, JavaScript Frameworks, SQL, Front-End Web Development, React.js, Web Development Tools, Relational Databases, Database Management, Server Side, Javascript, Artificial Intelligence

    Beginner · Course · 3 - 6 Months

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

  • SCHC : A new era of interoperability: Institut Mines-Télécom
  • ¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica: Real Madrid Graduate School Universidad Europea
  • Persone, tecnologia e futuro della mobilità: University of Michigan
  • Project Management Essentials: Lead Projects with Confidence: Packt
  • Data Science Model Deployments and Cloud Computing on GCP: Packt
  • Increasing Application Security: Bedrock Guardrails & GenAI: Amazon Web Services
  • Traverse Trees for ML with DFS & BFS: Coursera
  • 3D Design in Unreal Engine: Create a Realistic Environment: Skillshare
  • Web Development Fundamentals: Packt
  • 생성형 AI: 기본 개념 이해: 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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