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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


  • G

    Google Cloud

    Transformer Models and BERT Model

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    126 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Learn CSS Flexbox

    Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, Web Design and Development, Front-End Web Development, Web Design, Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Python Fundamentals and Data Science Essentials

    Skills you'll gain: Matplotlib, Linear Algebra, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Statistical Visualization, Pandas (Python Package), Applied Machine Learning, Data Science, Machine Learning, Data Analysis, Python Programming, Model Optimization, Data Manipulation, Classification Algorithms, Programming Principles, Regression Analysis, Data Structures

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Apply Python Programming for Data & Automation Projects

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, File I/O, Python Programming, Data Structures, Scripting, Web Development, Data Persistence, Full-Stack Web Development, Automation, Programming Principles, Program Development, Code Reusability, File Systems, Data Manipulation, File Management, Back-End Web Development, Debugging, Application Deployment, Development Environment

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Case Western Reserve University

    Inspirar el liderazgo a través de la inteligencia emocional

    Skills you'll gain: Leadership Development, Emotional Intelligence, Organizational Leadership, Empathy & Emotional Intelligence, Compassion, Leadership, Team Leadership, Organizational Change, Leadership and Management, Personal Development, Empathy, Self-Awareness, Learning Theory, Personal Integrity, Positivity, Change Management, Teaching, Stress Management, Relationship Building, Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    132 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Capstone Project: Predicting Safety Stock

    Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management, Model Training, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Exploratory Data Analysis, Data Visualization, Model Optimization, Pandas (Python Package), Data Manipulation, Data Transformation, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Intro to Claude AI

    Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Improve Communication with Genial.ly

    Skills you'll gain: Train The Trainer, Virtual Environment, Design, Education Software and Technology, Educational Materials, Communication, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Project Approaches, Lifecycles, and Agile Implementation

    Skills you'll gain: Agile Project Management, Agile Methodology, Kanban Principles, Lean Methodologies, Project Management Life Cycle, Organizational Change, Scaled Agile Framework, Culture Transformation, Project Implementation, Project Management Institute (PMI) Methodology, Workflow Management, Project Documentation, Project Coordination, Coordinating, Change Management, Team Leadership, Estimation, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    E

    Erasmus University Rotterdam

    Effective Engagement of Civil Society in Development

    Skills you'll gain: Sustainable Development, Social Impact, Social and Human Services, Advocacy, Stakeholder Engagement, Public Policies, International Relations, Governance, Policy Analysis, Research, and Development, Policy Development, Law, Regulation, and Compliance, Stakeholder Communications, Strategic Partnership, Organizational Effectiveness, Relationship Building, Accountability, Accountability Frameworks, Coordination

    4.7
    Rating, 4.7 out of 5 stars
    ·
    624 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Secure & Scalable Cloud Infrastructure with Microsoft Azure

    Skills you'll gain: Microsoft Azure, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Infrastructure As A Service (IaaS), Cloud Platforms, Cloud Deployment, Virtual Machines, Kubernetes, Role-Based Access Control (RBAC), Virtual Networking, Cloud Management, Windows PowerShell, Application Deployment, Load Balancing, Network Architecture, Security Information and Event Management (SIEM), Command-Line Interface, Network Security, Scalability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Edureka

    Gen AI in Cybersecurity

    Skills you'll gain: AI Security, Secure Coding, Generative AI, AI Integrations, Intrusion Detection and Prevention, Generative Model Architectures, Threat Detection, Cyber Security Policies, Cybersecurity, Computer Security, AI literacy, Artificial Intelligence, Incident Response, Data Analysis

    3.9
    Rating, 3.9 out of 5 stars
    ·
    57 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Transformer Models and BERT Model: Google Cloud
  • Learn CSS Flexbox: Scrimba
  • Python Fundamentals and Data Science Essentials: Packt
  • Apply Python Programming for Data & Automation Projects: EDUCBA
  • Inspirar el liderazgo a través de la inteligencia emocional: Case Western Reserve University
  • Capstone Project: Predicting Safety Stock : LearnQuest
  • Intro to Claude AI: Scrimba
  • Improve Communication with Genial.ly: Coursera
  • Project Approaches, Lifecycles, and Agile Implementation: LearnKartS
  • Effective Engagement of Civil Society in Development: Erasmus University Rotterdam

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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