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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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    Packt

    Claude AI for Creatives - Learn by Building Projects

    Skills you'll gain: Anthropic Claude, Claude Code, Visual Storytelling, AI powered creativity, Prompt Patterns, Prompt Engineering, Game Design, Work Breakdown Structure, Storytelling, Procedure Development, AI Workflows, Project Scoping, Ideation, Generative AI, Design Research, LLM Application, Brainstorming, Creativity, Project Documentation, Content Creation

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Foundations of Accounting: Principles & Statements

    Skills you'll gain: Income Statement, Financial Accounting, Accounting Systems, Accounting, Generally Accepted Accounting Principles (GAAP), Profit and Loss (P&L) Management, Cash Flows, Financial Statements, Standard Accounting Practices, Financial Reporting, General Accounting, Balance Sheet, Financial Statement Analysis, Small Business Accounting, Finance, Financial Planning, Financial Management, Organizational Structure, Budgeting, Language Interpretation, Translation, and Studies

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    Enterprise AI Strategy

    Skills you'll gain: Prompt Engineering, AI Product Strategy, Generative AI, Prompt Engineering Tools, Responsible AI, Business Writing, AI literacy, Business Correspondence, Business Communication, Google Gemini, ChatGPT, Decision Intelligence, Strategic Thinking, Business Strategy, Report Writing, Key Performance Indicators (KPIs), LLM Application, Data Ethics, Writing, AI Security

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    STARWEAVER

    Motivating Others: The Foundations of Inspiring Performance

    Skills you'll gain: Motivational Skills, Team Motivation, Smart Goals, Employee Coaching, Team Performance Management, Active Listening, Employee Performance Management, Goal Setting, Performance Management, Leadership and Management, Employee Engagement, Auditing, Recognizing Others, Coaching, Drive Engagement, Collaboration, Relationship Building, Compensation Management, Corporate Communications, Revenue Recognition

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Applying Agile Frameworks and Practices in Real Projects

    Skills you'll gain: Agile Software Development, Agile Project Management, Kanban Principles, Project Risk Management, Sprint Retrospectives, Agile Methodology, Team Performance Management, Agile Product Development, Project Management Institute (PMI) Methodology, Workflow Management, Risk Management, Risk Mitigation, Lean Methodologies, Team Management, Team Building, Process Improvement, Scrum (Software Development), Sprint Planning, Backlogs, Project Management Life Cycle

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    C# Fundamentals Programming Basics & Object-Oriented Design

    Skills you'll gain: C# (Programming Language), Maintainability, Object Oriented Design, Object Oriented Programming (OOP), .NET Framework, Development Environment, Code Reusability, Microsoft Development Tools, Microsoft Visual Studio, Software Engineering, Software Design, Programming Principles, Software Development Tools, Computer Programming, Computer Programming Tools, Debugging, ASP.NET, Application Deployment, Web Development, Back-End Web Development

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Prompt Engineering, Responsible AI, Storytelling, Video Production, Photo/Video Production and Technology, Gemini, Prompt Patterns, Gmail, Video Editing, Visual Storytelling, Productivity Software, Google Workspace, Multimodal Prompts, Workflow Management, Generative AI, Business Communication, Collaboration, Writing, Project Management

    4.7
    Rating, 4.7 out of 5 stars
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    596 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Principal Component Analysis with NumPy

    Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    298 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    John Wiley & Sons

    Quantitative Tools for Risk and Decision Analysis

    Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Sage Publications

    Advanced Project Management: Managing Stakeholders

    Skills you'll gain: Project Closure, Project Management, Project Management Life Cycle, Resource Management, Resource Allocation, Stakeholder Engagement, Stakeholder Management, Project Portfolio Management, Project Management Office (PMO), Project Risk Management, Program Management, Stakeholder Communications, Knowledge Transfer, Risk Management, Governance, Innovation, Project Performance, Change Management, Strategic Planning, Decision Making

    Advanced · Course · 1 - 3 Months

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    Packt

    Salesforce Development with Real-World Project - Part 01

    Skills you'll gain: Visualforce, Salesforce Development, Salesforce, Application Development, Salesforce Object Query Language (SOQL), Restful API, Application Programming Interface (API), Web Services, Data Modeling, API Testing, Javascript, Data Access, SQL, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Stanford Online

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Health Equity, Health Disparities, Clinical Informatics, Precision Medicine, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    348 reviews

    Beginner · Course · 1 - 3 Months

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

  • Claude AI for Creatives - Learn by Building Projects: Packt
  • Foundations of Accounting: Principles & Statements: John Wiley & Sons
  • Enterprise AI Strategy: Coursera
  • Motivating Others: The Foundations of Inspiring Performance: STARWEAVER
  • Applying Agile Frameworks and Practices in Real Projects: Packt
  • C# Fundamentals Programming Basics & Object-Oriented Design: Packt
  • Google Workspace with Gemini: Google Cloud
  • Principal Component Analysis with NumPy: Coursera
  • Quantitative Tools for Risk and Decision Analysis: John Wiley & Sons
  • Advanced Project Management: Managing Stakeholders: Sage Publications

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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