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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


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    Arm

    Computer Architecture Essentials on Arm

    Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Simulations, Computer Hardware, Performance Tuning, Memory Management, Dependency Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    W

    Whizlabs

    Exam Prep DP-600: Microsoft Fabric Analytics Engineer

    Skills you'll gain: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Microsoft Power Platform, Data Modeling, Data Governance, Data Warehousing, Analytics, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Dataflow, Data Transformation, Data Management, Data Architecture, Data Pipelines, SQL

    3.1
    Rating, 3.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    少年福利與權利 (Welfare and Rights of Youth)

    Skills you'll gain: Child Welfare, Social Work, Community and Social Work, Advocacy, Social and Human Services, Case Studies, Working With Children, Human Services, Empowerment, Social Justice, Public Policies, Community Outreach, Child Development, Human Development, Culture, Systems Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 3 Months

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    E

    EDUCBA

    Manage Global Economic Crises with Liquidity Tools

    Skills you'll gain: Market Liquidity, Financial Regulation, Bank Regulations, Governance, Financial Regulations, Credit Risk, Financial Systems, Crisis Management, Risk Management Framework, Balance Sheet, Financial Market, Financial Policy, Banking, Risk Management, Economics, World History

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Parallel programming (Scala 2 version)

    Skills you'll gain: Scala Programming, Data Structures, Programming Principles, Algorithms, Performance Tuning, Functional Design, Machine Learning Algorithms, Performance Testing, Unsupervised Learning, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    E

    EDUCBA

    Project Management Foundations & Practical Skills

    Skills you'll gain: Project Scoping, Change Control, Cost Control, Scope Management, Project Risk Management, Project Performance, Stakeholder Engagement, Project Management, Project Controls, Project Management Life Cycle, Stakeholder Management, Project Schedules, Project Management Institute (PMI) Methodology, Risk Management, Scheduling, Project Planning, Work Breakdown Structure, Risk Mitigation, Requirements Management, Change Management

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    NIIT

    Introduction to building Web Pages using HTML5 and CSS3

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Web Development Tools, Web Design and Development, Web Design, Web Development, Front-End Web Development, Software Development Tools, Semantic Web, Development Environment, Integrated Development Environments

    3.1
    Rating, 3.1 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Splunk Administration & Performance Optimization Mastery

    Skills you'll gain: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Dataflow, System Monitoring, IT Automation, Microsoft Servers, Data Infrastructure, Windows Servers, Distributed Computing, Systems Administration, System Configuration, Identity and Access Management, Operating System Administration, Data Management, Performance Improvement

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Analyze Forex, Derivatives & Risk Management

    Skills you'll gain: Risk Management, International Finance, Derivatives, Futures Exchange, Credit Risk, Financial Market, Blockchain, Hedge Accounting, FinTech, Financial Analysis, Digital Assets, Market Dynamics, Economics, Business, Emerging Technologies, Arbitration

    5
    Rating, 5 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    Howard University

    Capstone: Data Science Problem in Linear Algebra Framework

    Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Statistical Modeling, Linear Algebra, Predictive Analytics, Model Training, Unsupervised Learning, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    3D Printing Capstone

    Skills you'll gain: 3D Modeling, Human Centered Design, Product Design, Design Thinking, Innovation, Manufacturing Processes, Product Development, Solution Design, Manufacturing and Production, Conceptual Design, Production Process, Social Impact, Materials science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Mastering Multi-Agent Development with AutoGen

    Skills you'll gain: Generative AI Agents, AI Orchestration, Agentic systems, Agentic Workflows, AI Workflows, Artificial Intelligence, LLM Application, Generative AI, Development Environment, Tool Calling, AI literacy, Large Language Modeling, Software Development Tools, Python Programming, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Computer Architecture Essentials on Arm: Arm
  • Exam Prep DP-600: Microsoft Fabric Analytics Engineer: Whizlabs
  • 少年福利與權利 (Welfare and Rights of Youth): National Taiwan University
  • Manage Global Economic Crises with Liquidity Tools: EDUCBA
  • Parallel programming (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Project Management Foundations & Practical Skills: EDUCBA
  • Introduction to building Web Pages using HTML5 and CSS3: NIIT
  • Splunk Administration & Performance Optimization Mastery: EDUCBA
  • Analyze Forex, Derivatives & Risk Management: EDUCBA
  • Capstone: Data Science Problem in Linear Algebra Framework: Howard University

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)

Other topics to explore

Arts and Humanities
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425 courses
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145 courses
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Math and Logic
70 courses
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401 courses
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150 courses

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