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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: Preview
    Preview
    V

    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Algorithms, Scalability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze & Evaluate Banking Risk Management Frameworks

    Skills you'll gain: Bank Regulations, Banking, Credit Risk, Risk Management Framework, Operational Risk, Risk Management, Lending and Underwriting, Compliance Management, Financial Regulation, Regulatory Compliance, Risk Control, Risk Appetite, Risk Analysis, Governance, Governance Risk Management and Compliance, Business Risk Management, Portfolio Risk, Internal Controls, Risk Mitigation, Business

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    IoT Cloud

    Skills you'll gain: Networking Hardware, Network Infrastructure, Network Routers, Electrical Wiring, Network Switches, Network Architecture, Cloud Infrastructure, Internet Of Things, General Networking, Infrastructure Security, Network Planning And Design, Cloud-Based Integration, System Implementation, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Continuous Quality Improvement (CQI), Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Program Evaluation, International Relations, Initiative and Leadership, Open Mindset, Systems Thinking, Policy Analysis, Leadership, Empowerment, Community Development, Collaboration, World History, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    72 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
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    E

    EDUCBA

    Analyze and Apply R for Data Analytics

    Skills you'll gain: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Data Wrangling, Data Transformation, Quantitative Research, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Data Analysis

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Financial Data Analysis

    Skills you'll gain: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, Data Ethics, ChatGPT, Data-Driven Decision-Making, Data Analysis, Prompt Engineering, Financial Analysis, Data Visualization Software

    4.2
    Rating, 4.2 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Indian Institute of Technology Guwahati

    Foundations and Advanced Practices in UX Design

    Skills you'll gain: User Research, UI/UX Research, Design Research, User Interface and User Experience (UI/UX) Design, Competitive Analysis, User Interface (UI), User Experience Design, Information Architecture, User Experience, Interaction Design, User Flows, Persona (User Experience), Qualitative Research, User Centered Design, User Interface (UI) Design, Wireframing, Human Computer Interaction, Usability, Research Methodologies, Focus Group

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Threat Analysis

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Cyber Threat Intelligence, Threat Detection, Exploitation techniques, Intrusion Detection and Prevention, Threat Management, Incident Response, Event Monitoring, Computer Security Incident Management, Malware Protection, Network Analysis, Anomaly Detection, Network Security, Network Monitoring, Network Protocols, SQL

    4.9
    Rating, 4.9 out of 5 stars
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    34 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Security, Compliance, and Governance for AI Solutions

    Skills you'll gain: AI Security, Responsible AI, Data Governance, AWS Identity and Access Management (IAM), Cloud Security, AI Integrations, Amazon Web Services, Threat Modeling, Security Controls

    4.5
    Rating, 4.5 out of 5 stars
    ·
    133 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Oracle DBA Training: Architecture, SQL & User Admin

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Database Design, Database Software, Database Administration, Database Architecture and Administration, Database Management, Performance Tuning, Data Storage, SQL, Enterprise Application Management, Network Administration, Memory Management, User Accounts

    Mixed · Course · 1 - 4 Weeks

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

    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LLM Application, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Deployment, Cloud Computing Architecture, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Innovative Governance of Large Urban Systems

    Skills you'll gain: Social Justice, Community Development, Governance, Land Management, Sustainable Systems, Sustainable Development, Systems Thinking, Economics, Policy, and Social Studies, Public Administration, Information Technology, Economic Development, Socioeconomics, Policy Analysis, Research, and Development, Financial Policy, Social Impact, Digital Transformation, Technology Strategies, Stakeholder Engagement, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Intermediate · Course · 1 - 3 Months

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

  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • Analyze & Evaluate Banking Risk Management Frameworks: EDUCBA
  • IoT Cloud: University of Illinois Urbana-Champaign
  • Transforming Education in an Interconnected World: University of Michigan
  • Analyze and Apply R for Data Analytics: EDUCBA
  • GenAI for Financial Data Analysis: Coursera
  • Foundations and Advanced Practices in UX Design: Indian Institute of Technology Guwahati
  • Threat Analysis: Cisco Learning and Certifications
  • Security, Compliance, and Governance for AI Solutions: Amazon Web Services
  • Oracle DBA Training: Architecture, SQL & User Admin: EDUCBA

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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