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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
    New
    Status: Free
    Free
    U

    Universidad de los Andes

    Formación de formadores en prevención cardiovascular

    Skills you'll gain: Adult Education, Public Health, Public Health and Disease Prevention, Adult Learning Principles, Preventative Care, Health Policy, Health Disparities, Health Equity, Chronic Diseases, Social Skills, Empathy & Emotional Intelligence, Public Policies, Community Health, Education and Training, Continuous Quality Improvement (CQI), Training Programs, Social Determinants Of Health, Train The Trainer, Epidemiology, Initiative and Leadership

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate and Document Patient Outcome Improvements

    Skills you'll gain: Patient Communication, Statistical Reporting, Patient-centered Care, Digital Analysis, Interpersonal Communications, Patient Evaluation, Business Reporting, Patient Advocacy, Data Presentation, Analytics, Data Collection, People Analytics, Data Storytelling, Data Literacy, Communication, Data Analysis, Communication Strategies, Data-Driven Decision-Making, Data Synthesis, Quality Improvement

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    AppDynamics (Advanced)

    Skills you'll gain: Dashboard Creation, Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Performance Metric, Anomaly Detection, Real Time Data, Performance Measurement, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Performance Management, Data-Driven Decision-Making, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Management, Clustering, and Lifecycle Management

    Skills you'll gain: vSphere DRS & HA, Storage vMotion, Virtual Machines, VMware ESX Servers, vCenter Server Management, vCenter Server, Virtualization and Virtual Machines, Memory Management, Capacity Management, Patch Management, Configuration Management, System Monitoring

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    M

    Minnesota State University, Mankato

    Managing and Motivating Teams

    Skills you'll gain: Employee Coaching, Delegation Skills, Team Motivation, Constructive Feedback, Motivational Skills, Coaching, Team Management, Team Building, Prioritization, Self-Motivation, Accountability, Expectation Management, Behavioral Management, Performance Appraisal, Leadership Development, Strategic Prioritization, Leadership, Business Management, Business Leadership, Performance Improvement

    Beginner · Course · 1 - 4 Weeks

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Model Evaluation, Retrieval-Augmented Generation, AI Workflows, Data Preprocessing, Model Training, Fine-tuning, No-Code Development, Application Development

    Intermediate · Course · 1 - 3 Months

  • Status: New
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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

  • Status: Preview
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    G

    Google Cloud

    Create Image Captioning Models - Bahasa Indonesia

    Skills you'll gain: Image Analysis, Model Training, Deep Learning, Convolutional Neural Networks, Generative Model Architectures, Model Deployment, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

  • 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

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Français

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Google Cloud Platform, AI literacy, AI Product Strategy, Decision Intelligence, Accountability, Governance, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Optimize Python for Agentic AI

    Skills you'll gain: Performance Tuning, Artificial Intelligence, Maintainability, Performance Testing, Python Programming, Performance Analysis, Code Reusability, Technical Writing, Program Standards

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Attention Mechanism - Deutsch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

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

  • Formación de formadores en prevención cardiovascular: Universidad de los Andes
  • Evaluate and Document Patient Outcome Improvements: Coursera
  • AppDynamics (Advanced): Coursera
  • Advanced Management, Clustering, and Lifecycle Management: Packt
  • Managing and Motivating Teams: Minnesota State University, Mankato
  • H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • Create Image Captioning Models - Bahasa Indonesia: Google Cloud
  • Nmap: Packt
  • Responsible AI: Applying AI Principles with GC - Français: 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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