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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: New
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    Coursera

    Optimize GenAI Performance: Monitor, Measure, Maintain

    Skills you'll gain: Dashboard Creation, System Monitoring, Dashboard, Application Performance Management, Continuous Monitoring, Event Monitoring, Performance Tuning, Service Level, Generative AI, Business Metrics, Service Level Agreement, Incident Management, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Skillshare

    Master RAW Editing in Affinity Photo

    Skills you'll gain: Photo Editing, Editing, Photo/Video Production and Technology, Image Quality, Photography, Post-Production

    Beginner · Course · 1 - 3 Months

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    Coursera

    Analyze Cases & Evaluate Models in Finance

    Skills you'll gain: Data Storytelling, Financial Auditing, Financial Modeling, Data Presentation, Auditing, Case Studies, Financial Analysis, Financial Data, Quality Assurance, Report Writing, Financial Statement Analysis, Risk Analysis, Analysis, Model Evaluation, Storytelling, Quality Assessment, Critical Thinking, Verification And Validation, Due Diligence, Business Valuation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Scaling and Optimizing BGP

    Skills you'll gain: Routing Protocols, TCP/IP, Wide Area Networks, Network Planning And Design, Network Monitoring, Network Protocols, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Español

    Skills you'll gain: Responsible AI, Data Ethics, Decision Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Data Modeling, Model Evaluation, Machine Learning Software, Artificial Intelligence, Software Visualization, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft Office PowerPoint 2021–2024: Part 1

    Skills you'll gain: Presentations, Microsoft PowerPoint, Microsoft Office, Editing, Microsoft 365, Proofreading, Productivity Software, Diagram Design, Graphics Software, Multimedia, Graphic and Visual Design, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Politecnico di Milano

    Enhancing education through open opportunities

    Skills you'll gain: Education and Training, Educational Materials, Instructional Strategies, Digital pedagogy, Pedagogy, Climate Change Programs, Environmental Issue, Sustainable Development, Course Development, Social Justice, Student-Centred Learning, Sustainable Systems, Cultural Diversity, Advocacy, Policy Development, Intellectual Property

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Python for Secret Agents

    Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Package and Software Management, Scripting, Statistical Analysis, Probability & Statistics, Statistical Methods, JSON, Image Analysis, Data Validation, Web Scraping, Intelligence Collection and Analysis, Data Analysis, Statistics, Python Programming, Correlation Analysis, Data Processing, Restful API, File Transfer Protocol (FTP), Open Source Technology

    Beginner · Course · 1 - 3 Months

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    Packt

    Blender to Unreal Engine 5 — 3D Props - Medieval Gallows

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Visualization (Computer Graphics), Video Game Development, Image Quality, Model Optimization, Data Import/Export

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Pearson

    (SSCP) Systems Security Certified Practitioner: Unit 6

    Skills you'll gain: Endpoint Security, Mobile Security, Cloud Security, Application Security, Cloud Deployment, Malware Protection, Information Systems Security, Security Controls, Virtual Machines, Enterprise Application Management, Virtualization, Firewall, Virtualization and Virtual Machines, Intrusion Detection and Prevention, Containerization, User Provisioning

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Professional Skills: Problem-Solving

    Skills you'll gain: Root Cause Analysis, Data Collection, Complex Problem Solving, Analysis, Data Synthesis, Data-Driven Decision-Making, Analytical Skills, Critical Thinking, Interactive Learning, Decision Making, Data Visualization, Ideation

    Beginner · Course · 1 - 4 Weeks

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

  • Optimize GenAI Performance: Monitor, Measure, Maintain: Coursera
  • Master RAW Editing in Affinity Photo: Skillshare
  • Analyze Cases & Evaluate Models in Finance: Coursera
  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Scaling and Optimizing BGP: Cisco Learning and Certifications
  • Responsible AI for Developers: Interpretability & Transparency - Español: Google Cloud
  • Microsoft Office PowerPoint 2021–2024: Part 1: Logical Operations
  • Enhancing education through open opportunities: Politecnico di Milano
  • Python for Secret Agents: Packt
  • Blender to Unreal Engine 5 — 3D Props - Medieval Gallows: 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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