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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


  • U

    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Data Analysis, Python Programming, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Lausanne

    HEALTHY URBAN SYSTEMS

    Skills you'll gain: Health Policy, Public Health and Disease Prevention, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Health Assessment, Simulations, Governance, Simulation and Simulation Software, Policy Development, Health Promotion, Mathematical Modeling, Sustainable Development, Social Determinants Of Health, Systems Analysis, Environmental Issue, Data Collection

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Styling & JavaScript Essentials

    Skills you'll gain: Cascading Style Sheets (CSS), Program Development, Full-Stack Web Development, Event-Driven Programming

    ★ 5 (7) · Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Training

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Essentials for Customer Service

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI Agents, Prompt Engineering Tools, Generative AI, ChatGPT, Self Service Technologies, Customer Service, AI Personalization, Content Performance Analysis, Customer Support, Customer Communications Management, Customer Inquiries, AI Workflows, Customer experience improvement, Customer and Client Support, Microsoft Copilot, Customer Insights, Knowledge Transfer, Customer Relationship Management

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    How to Visualize Data with R

    Skills you'll gain: Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R (Software), R Programming, Scatter Plots, Data Collection, Graphing, Data Analysis, Data Manipulation, Data Access, Data Import/Export, Regression Analysis, Data Structures, Development Environment, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Developing Applications with Google Cloud en Français

    Skills you'll gain: Cloud-Native Computing, Cloud Applications, Cloud Development, Data Store, Google App Engine, Serverless Computing, Application Deployment, Google Cloud Platform, Cloud Deployment, Application Development, Application Performance Management, Application Design, Infrastructure as Code (IaC), Cloud API, API Gateway, Authentications, Cloud-Based Integration, Cloud Storage, Cloud Computing, Debugging

    Intermediate · Specialization · 3 - 6 Months

  • E

    Edureka

    Generative AI Foundation for HR Professionals

    Skills you'll gain: Recruitment Strategies, Generative AI, Recruitment, Employee Onboarding, Talent Recruitment, New Hire Orientations, Human Resources Management and Planning, AI Personalization, Talent Acquisition, Human Resources, Human Resource Strategy, Email Automation, Employee Engagement, Talent Management, AI Integrations, Automation, Collaboration, IT Automation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Neurodiversity in Workplaces: Inclusive Leadership

    Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Safety Culture, Cognitive flexibility, Leadership, Organizational Leadership, Team Management, Empathy, Drive Engagement, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Collaboration, Diversity Programs, Innovation, Employee Engagement, Adaptability, Communication, Human Resource Policies

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dassault Systèmes

    xDesign Assemblies and Exam Level Part Modeling

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Assembly Drawing, Drafting and Engineering Design, Mechanical Design, Simulation and Simulation Software, Engineering Design Process, Mechanical Engineering

    ★ 5 (10) · Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Policy Essentials

    Skills you'll gain: Policy Development, Cyber Governance, Governance, Data Governance, Public Policies, Risk Management, Artificial Intelligence, Regulatory Compliance, Policy Analysis, Economic Development, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Governance Risk Management and Compliance, Sustainable Systems, Generative AI Agents, Generative AI, Decision Making, Accountability

    Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Dashboard Creation, Interactive Data Visualization, No-Code Development, Market Data, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

1…571572573…736

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

  • Network Modeling and Analysis in Python: University of Michigan
  • HEALTHY URBAN SYSTEMS: University of Lausanne
  • Styling & JavaScript Essentials: Packt
  • Introduction to CNN Training: Simplilearn
  • Generative AI Essentials for Customer Service: Edureka
  • How to Visualize Data with R: Packt
  • Developing Applications with Google Cloud en Français: Google Cloud
  • Generative AI Foundation for HR Professionals: Edureka
  • Neurodiversity in Workplaces: Inclusive Leadership: Coursera
  • xDesign Assemblies and Exam Level Part Modeling: Dassault Systèmes

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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