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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

    ChatGPT for SOC Analyst - Master Cyber Security with AI

    Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Agentic Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Generative AI Agents, AI Integrations, Vulnerability Assessments, Vulnerability Scanning, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, Event Monitoring, OpenAI, Incident Management, Code Review

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, R (Software), Statistical Programming, Tableau Software, Data Cleansing, Dashboard Creation, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Analysis Software, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Working with large language models using Azure

    Skills you'll gain: Fine-tuning, ChatGPT, Generative Model Architectures, Cloud Deployment, AI Workflows, Application Performance Management, Semantic Web

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Ethics of Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Information Privacy, Personally Identifiable Information, AI literacy, Case Studies, Law, Regulation, and Compliance, Artificial Intelligence, Model Evaluation, Regulation and Legal Compliance, Socioeconomics, Social Studies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Project Management in Basecamp: Make a project plan

    Skills you'll gain: Project Management Software, Project Coordination, Project Schedules, Project Management, Agile Project Management, Document Management, File Management, Collaborative Software, Waterfall Methodology, Backlogs, Resource Management, Kanban Principles, Prioritization, Internal Communications

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Columbia University

    University Studies for Student Veterans

    Skills you'll gain: Literacy, Time Management, Learning Strategies, Productivity, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Prioritization, Collaboration, Overcoming Obstacles, Resourcefulness, Adaptability

    Beginner · Course · 1 - 3 Months

  • A

    Alignor

    Leading Diverse Teams

    Skills you'll gain: Influencing, Conflict Management, Diversity Awareness, Teamwork, Collaboration, Diversity Training, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Decision Making, Persuasive Communication, Team Management, Workplace inclusivity, Discussion Facilitation, Communication, Leadership, Communication Strategies, Negotiation, Interactive Learning

    ★ 3.8 (12) · Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    (SSCP) Systems Security Certified Practitioner

    Skills you'll gain: Incident Response, Vulnerability Management, Continuous Monitoring, Digital Forensics, Public Key Infrastructure, Security Management, Business Continuity Planning, Cryptography, Endpoint Security, Disaster Recovery, Computer Security Incident Management, Encryption, Incident Management, Network Security, Authentications, Mobile Security, OSI Models, Security Controls, Configuration Management, Risk Analysis

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Build a C# .NET Kids Play Zone App from Scratch

    Skills you'll gain: Database Development, Database Application, Application Design, Program Development, SQL, Dashboard Creation, Secure Coding, User Interface (UI), User Requirements Documents, Software Design, Data Integrity

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 7

    Skills you'll gain: Cloud Services, Virtualization, Cloud Technologies, Cloud Hosting, Cloud Platforms, Productivity Software, Cloud Solutions, Cloud Computing, Virtualization and Virtual Machines, Cloud Applications, Cloud Management, Business Software, Business Technologies, Technical Support and Services, Collaborative Software, Microsoft 365, Technical Support, End User Training and Support, Servers, Help Desk Support

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Azure AI Fundamentals AI-900 Exam Guide

    Skills you'll gain: Responsible AI, Image Analysis, Machine Learning Algorithms, Generative AI, Machine Learning, Computer Vision, Microsoft Azure, Artificial Intelligence, AI literacy, Data Preprocessing, Natural Language Processing, OpenAI, Regression Analysis, Model Training, Model Deployment, Model Evaluation, Accountability

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Communicating Through Disagreement

    Skills you'll gain: Interpersonal Communications, Self-Awareness

    Intermediate · Course · 1 - 3 Months

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

  • ChatGPT for SOC Analyst - Master Cyber Security with AI: Packt
  • Data Analytics and Visualization with Tableau and more: Packt
  • Working with large language models using Azure: Microsoft
  • Ethics of Generative AI: Simplilearn
  • Project Management in Basecamp: Make a project plan: Coursera
  • University Studies for Student Veterans: Columbia University
  • Leading Diverse Teams: Alignor
  • (SSCP) Systems Security Certified Practitioner: Pearson
  • Build a C# .NET Kids Play Zone App from Scratch: EDUCBA
  • Cisco Certified Support Technician IT Support 100-140 Unit 7: Pearson

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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