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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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    Madecraft

    Practical Ethics for Businesses and Individuals

    Skills you'll gain: Decision Making, Business Ethics, Ethical Standards And Conduct, Strategic Decision-Making, Critical Thinking, Complex Problem Solving, Strong Work Ethic, Conflict Management, Analysis, Case Studies, Prioritization, Law, Regulation, and Compliance, Professional Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Mobile Devices, Security, and Operational Procedures

    Skills you'll gain: Endpoint Security, Computer Security Incident Management, Incident Response, Mobile Security, Incident Management, Information Technology Operations, Security Awareness, Security Controls, Malware Protection, Operating System Administration, Threat Detection, Email Security, Android (Operating System), Data Maintenance, Multi-Factor Authentication, Peripheral Devices, System Configuration, Apple iOS, Record Keeping, Data Security

    Beginner · Course · 1 - 3 Months

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    Cisco Learning and Certifications

    WLAN Architecture

    Skills you'll gain: Network Architecture, Wireless Networks, Local Area Networks, Network Planning And Design, Network Infrastructure, Network Engineering, Network Switches, Network Security, Software-Defined Networking, Network Protocols, Networking Hardware, Identity and Access Management, Authentications

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Gemini, Google Gemini, SQL, Generative AI, Applied Machine Learning, Google Cloud Platform, Customer Relationship Management, Query Languages, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender for Game Asset Creation and Pipeline Integration

    Skills you'll gain: Animations, Computer Graphic Techniques, Model Optimization, Data Import/Export, Image Quality

    Advanced · Course · 1 - 3 Months

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    Packt

    The Product Manager's Guide to Product Portfolio Strategy

    Skills you'll gain: Product Lifecycle Management, Product Strategy, Portfolio Management, Product Management, Portfolio Risk, Strategic Prioritization, Case Studies, Performance Metric, Business Strategy, Growth Strategies, Business Metrics, Market Share, Performance Measurement, Strategic Decision-Making, Product Development, Market Opportunities, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    21-Day Business Analysis Bootcamp with Python & Power BI

    Skills you'll gain: Process Mapping, Requirements Elicitation, Process Analysis, Power BI, Business Analysis, Business Process, Business Process Modeling, Business Analytics, Requirements Analysis, Storytelling, Business Intelligence Software, Data Storytelling, Dashboard, Data Presentation, Data Visualization Software, Data Visualization, Dashboard Creation, Risk Management, Data Analysis, Python Programming

    Intermediate · Course · 1 - 3 Months

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    Packt

    NodeJS Made Easy for MEAN or MERN Stack

    Skills you'll gain: JavaScript Frameworks, Frontend Integration, Angular, Cloud Deployment, Amazon Elastic Compute Cloud, Web Applications, Code Reusability, Server Side, Test Script Development, Unit Testing, Development Testing, Object-Relational Mapping, Maintainability, Package and Software Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    Git and GitHub Masterclass - The Practical Bootcamp

    Skills you'll gain: GitHub, Git (Version Control System), Open Source Technology, Version Control, Software Versioning, File Management, Development Environment, Collaborative Software, System Configuration, Software Installation, Technical Documentation, Software Documentation

    Beginner · Course · 3 - 6 Months

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    Institut Mines-Télécom

    Traitement d'images : recalage et reconnaissance de formes

    Skills you'll gain: Image Analysis, Computer Vision, Applied Machine Learning, Digital Signal Processing, Visualization (Computer Graphics), Data Transformation, Algorithms, Correlation Analysis

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Affinity Photo: Beyond the Basics – Pro Compositing

    Skills you'll gain: Photo Editing, Photography, Post-Production, Computer Graphic Techniques, Color Matching, Image Quality, Graphic and Visual Design, Editing

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Leading with Questions

    Skills you'll gain: Strategic Leadership, Leadership, Leadership Development, Organizational Leadership, Leadership and Management, Active Listening, Organizational Effectiveness, Innovation, Team Building, Collaboration, Organizational Development, Culture Transformation, Team Collaboration, Open Mindset, Conflict Management, Accountability, Problem Solving, Communication, Employee Coaching, Empowerment

    Intermediate · Course · 1 - 3 Months

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

  • Practical Ethics for Businesses and Individuals: Madecraft
  • Mobile Devices, Security, and Operational Procedures: Packt
  • WLAN Architecture: Cisco Learning and Certifications
  • Work with Gemini Models in BigQuery - Français: Google Cloud
  • Blender for Game Asset Creation and Pipeline Integration: Packt
  • The Product Manager's Guide to Product Portfolio Strategy: Packt
  • 21-Day Business Analysis Bootcamp with Python & Power BI: Packt
  • NodeJS Made Easy for MEAN or MERN Stack: Packt
  • Git and GitHub Masterclass - The Practical Bootcamp: Packt
  • Traitement d'images : recalage et reconnaissance de formes: Institut Mines-Télécom

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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