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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: Free Trial
    Free Trial
    S

    Starweaver

    Mastering Active Listening in the Global Workplace

    Skills you'll gain: Active Listening, Non-Verbal Communication, Team Collaboration, Virtual Teams, Interpersonal Communications, Empathy, Cultural Sensitivity, Cultural Diversity, Intercultural Competence, Emotional Intelligence, Rapport Building, Empathy & Emotional Intelligence, Collaboration, Business Communication, Conflict Management, Communication Strategies, Communication, Digital Communications, AI literacy, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep-Dive into Tensorflow Activation Functions

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Machine Learning Methods, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    D

    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Prompt Engineering, Query Languages, Vector Databases, Data Storage, Unstructured Data, Graph Theory

    4.8
    Rating, 4.8 out of 5 stars
    ·
    100 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Corporate finance: Know your numbers 2

    Skills you'll gain: Capital Budgeting, Financial Management, Corporate Finance, Business Valuation, Financial Modeling, Performance Measurement, Financial Analysis, Risk Analysis, Financial Statement Analysis, Equities, Return On Investment, Cash Flow Forecasting, Cash Flows, Securities (Finance), Cost Benefit Analysis, Working Capital, Performance Analysis

    3.7
    Rating, 3.7 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Ethical Hacker (CEH)

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, Vulnerability Assessments, Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Management, Network Security, Cryptography, Penetration Testing, Intrusion Detection and Prevention, Cybersecurity, Cyber Security Assessment, Malware Protection, Mobile Security, Threat Modeling, Threat Detection, Web Applications, Internet Of Things, Cloud Computing, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Concepts in Python: Loops, Functions and Returns

    Skills you'll gain: Code Reusability, Python Programming, Computer Programming, Programming Principles, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Practice Exam for Certified Scrum Master (CSM) Certification

    Skills you'll gain: Agile Methodology, Sprint Retrospectives, Agile Project Management, Sprint Planning, Registration, User Story, Backlogs, Team Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    60 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    User Interface Design: Principles, Prototyping, Practices

    Skills you'll gain: User Interface (UI), Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Usability, User Research, Interactive Design, Design Software, Design Strategies, Design, User Centered Design, User Experience Design, Visual Design, Usability Testing, Graphic and Visual Design Software, Figma (Design Software), Graphics Software, Graphic and Visual Design, Design Elements And Principles

    4.8
    Rating, 4.8 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Métodos de educación efectiva

    Skills you'll gain: Childhood Education and Development, Child Development, Student-Centred Learning, Education and Training, Formal Learning, Working With Children, Pedagogy, Student Engagement, Teaching, Mathematics Education, Diversity Awareness, Instructional Strategies, Human Development, Policy Analysis, Research, and Development, Human Learning, K-12 pedagogy, Parent Communication, Policy Development, Policy Analysis, Program Evaluation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    44 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Agile and Hybrid Approaches in a Project Environment

    Skills you'll gain: Agile Methodology, Agile Project Management, Project Management Life Cycle, Agile Product Development, Kanban Principles, Sprint Retrospectives, Project Management Institute (PMI) Methodology, Backlogs, Project Management, Performance Metric, Sprint Planning, Project Performance, Performance Measurement, Lean Methodologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Cybersecurity Identity and Access Solutions with Azure AD

    Skills you'll gain: Azure Active Directory, Single Sign-On (SSO), Identity and Access Management, Authentications, Authorization (Computing), Active Directory, Multi-Factor Authentication, Microsoft Azure, User Provisioning, Role-Based Access Control (RBAC), Enterprise Security

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Mastering Active Listening in the Global Workplace: Starweaver
  • Deep-Dive into Tensorflow Activation Functions: Coursera
  • Knowledge Graphs for RAG: DeepLearning.AI
  • Corporate finance: Know your numbers 2: Macquarie University
  • Certified Ethical Hacker (CEH): Pearson
  • Concepts in Python: Loops, Functions and Returns: Coursera
  • Practice Exam for Certified Scrum Master (CSM) Certification: SkillUp
  • User Interface Design: Principles, Prototyping, Practices: Coursera
  • Advanced Recommender Systems: 28DIGITAL
  • Métodos de educación efectiva: Banco Interamericano de Desarrollo

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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