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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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    Fundação Instituto de Administração

    Decision Making

    Skills you'll gain: Decision Making, Strategic Decision-Making, Decision Intelligence, Decision Support Systems, Risk Management, Behavioral Economics, Complex Problem Solving, AI Enablement, Risk Analysis, Organizational Strategy, Decision Tree Learning, Virtual Teams, Psychology, Probability

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Getting Technical with the Terminal

    Skills you'll gain: Unix Shell

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    On-Premises Applications and Media Resources

    Skills you'll gain: Session Initiation Protocols, System Configuration, Cloud-Based Integration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Cloud Deployment, Application Deployment, Communication Systems, Systems Integration, Scalability, System Implementation, Digital Communications, Network Protocols, Software Installation, Email Automation, Real Time Data

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Co-Management, Updates, Reporting & Troubleshooting

    Skills you'll gain: Software Configuration Management, Patch Management, System Monitoring, Data Maintenance, Microsoft Intune (Mobile Device Management Software), System Configuration, Configuration Management, Package and Software Management, System Support, SQL Server Reporting Services, Systems Administration, Enterprise Application Management, Disaster Recovery, Problem Management, Continuous Monitoring, Cloud-Based Integration

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Data-Driven Marketing, Generative AI, Marketing Analytics, Customer Analysis, Customer Insights, Advanced Analytics, Analytics, Predictive Modeling, Marketing Strategies, Forecasting

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Business Strategy, Technology Strategies, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Unify Modalities: Cross-Modal Retrieval

    Skills you'll gain: Embeddings, Applied Machine Learning, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Business Ethics, Accountability Frameworks, Ethical Standards And Conduct, Governance, Resource Utilization, Culture Transformation, Continuous Improvement Process, Safety Assurance

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Configuring and Managing Security Operations in Azure

    Skills you'll gain: Vulnerability Scanning, Microsoft Azure, Vulnerability Assessments, Cloud Security, Continuous Monitoring, Event Monitoring, Key Management, Cloud Management, Computer Security Incident Management, Vulnerability Management, System Monitoring, Cyber Security Assessment, Cyber Security Policies, Security Controls, Security Information and Event Management (SIEM), Incident Response, Security Management, Hybrid Cloud Computing, Multi-Cloud, IT Automation

    Intermediate · Course · 1 - 4 Weeks

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    B

    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Nmap

    Skills you'll gain: Vulnerability Scanning, Penetration Testing, Network Monitoring, Network Security, Vulnerability Assessments, Network Administration, Security Testing, Network Protocols, Network Analysis, TCP/IP, File Transfer Protocol (FTP), Network Infrastructure, Software Installation, Ubuntu, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    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

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

  • Decision Making: Fundação Instituto de Administração
  • Getting Technical with the Terminal: Packt
  • On-Premises Applications and Media Resources: Cisco Learning and Certifications
  • Co-Management, Updates, Reporting & Troubleshooting: Packt
  • Gemini for Data Scientists and Analysts - Bahasa Indonesia: Google Cloud
  • AIBIZ (Exam AIZ-210): CertNexus
  • Unify Modalities: Cross-Modal Retrieval: Coursera
  • Responsible AI: Applying AI Principles with GC - Italiano: Google Cloud
  • Configuring and Managing Security Operations in Azure: Packt
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani

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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