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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: New
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    Packt

    Vibe Coding with Cursor AI & Google Stitch

    Skills you'll gain: Mobile Development, Cross Platform Development, Debugging, Application Development, Vibe coding, User Interface (UI), iOS Development, UI Components, Android Jetpack, User Interface and User Experience (UI/UX) Design, Mobile Development Tools, Interactive Design, Android Development, AI powered creativity, User Interface (UI) Design, Apple iOS, Web Applications, Swift Programming, Program Development, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
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    SkillsBooster Academy

    Build AI Chatbots with React and AI APIs

    Skills you'll gain: ChatGPT, Gemini, AI Integrations, React.js, OpenAI, Generative AI, Frontend Integration, UI Components, Application Programming Interface (API), Restful API, User Interface (UI), Debugging, JavaScript Frameworks, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Web Development, Javascript, Cascading Style Sheets (CSS)

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Advanced Agile Frameworks, Scaling, & Organizational Change

    Skills you'll gain: Sprint Retrospectives, Scaled Agile Framework, Organizational Change, Backlogs, Team Motivation, Agile Project Management, People Development, Agile Methodology, Change Management, Agile Software Development, Performance Metric, Team Performance Management, Business Transformation, Organizational Development, Agile Product Development, Employee Coaching, Sprint Planning, Coaching, Workflow Management, Continuous Improvement Process

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    C

    Coursera

    Network Virtualization & SDN: Secure & Automate OpenFlow

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Administration, Network Switches, Network Planning And Design, Network Security, Network Troubleshooting, Network Performance Management, Security Controls, IT Automation, Automation, Network Analysis, Event-Driven Programming, Cryptographic Protocols, Python Programming, IT Management, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Steel Member Design: Theory to Practice

    Skills you'll gain: Structural Engineering, Building Codes, Structural Analysis, Mechanical Design, Construction Engineering, Failure Analysis, Civil Engineering, Design Specifications, Drafting and Engineering Design, Torque (Physics), Manufacturing Processes, Engineering Calculations, Engineering Design Process, Construction, Materials science, Mechanics

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Sports Performance Analytics

    Skills you'll gain: Logistic Regression, Forecasting, Statistical Methods, Exercise Science, Regression Analysis, Plot (Graphics), Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Injury Prevention, Athletic Training, Analytics, People Analytics, Data Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    284 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    S

    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
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    Packt

    Shell Scripting: Security, Portability & Debugging

    Skills you'll gain: Unix Shell, Shell Script, Unix, Bash (Scripting Language), Linux Commands, Linux, Unix Commands, Linux Servers, Secure Coding, Maintainability, Hardening, Command-Line Interface, Debugging, Windows PowerShell, Scripting, Scripting Languages, Authorization (Computing), Cross Platform Development, Mac OS, Security Management

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Perform Cohort Analysis

    Skills you'll gain: Customer Retention, Customer Analysis, Brand Loyalty, Conversion Funnel Analysis, Customer Insights, Web Analytics, Google Analytics, Customer Success Management, Customer Engagement, Customer Acquisition Management, Trend Analysis, Marketing Effectiveness, Customer experience improvement, Business Metrics, Analysis, Performance Metric, Target Audience

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply SPSS Fundamentals for Data Analysis

    Skills you'll gain: Data Transformation, SPSS (Software), SPSS, Statistical Visualization, Statistical Analysis, Data Manipulation, Data Wrangling, Data Visualization Software, Statistical Methods, Data Processing, Data Analysis, Statistical Software, Data Import/Export, Descriptive Statistics, Data Analysis Software

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Brand and Product Management

    Skills you'll gain: Product Lifecycle Management, Brand Strategy, Customer experience strategy (CX), Brand Management, Branding, Competitive Analysis, Product Management, Product Planning, Product Strategy, New Product Development, Journey Mapping, Customer Engagement, Design and Product, Demand Planning, Internal Communications, Employee Engagement, Estimation, Consumer Behaviour, Portfolio Management, Conversion Funnel Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.7K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Emory University

    Finance for Non-Financial Managers

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Acumen, Equities, Income Statement, Balance Sheet, Finance, Financial Data, Risk Management, Microsoft Excel, Return On Investment, Capital Budgeting, Spreadsheet Software, General Finance, Business Valuation, Cash Flows, Investments

    4.4
    Rating, 4.4 out of 5 stars
    ·
    478 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Vibe Coding with Cursor AI & Google Stitch: Packt
  • Build AI Chatbots with React and AI APIs: SkillsBooster Academy
  • Advanced Agile Frameworks, Scaling, & Organizational Change: Packt
  • Network Virtualization & SDN: Secure & Automate OpenFlow: Coursera
  • Steel Member Design: Theory to Practice: L&T EduTech
  • Sports Performance Analytics: University of Michigan
  • Statistical Analysis in Psychological Research: Sage Publications
  • Shell Scripting: Security, Portability & Debugging: Packt
  • Perform Cohort Analysis: Coursera
  • Apply SPSS Fundamentals for Data Analysis: 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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