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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


  • G

    Google Cloud

    Google Workspace with Gemini: Foundations of Your AI Workflow

    Skills you'll gain: Prompt Engineering, Google Gemini, Responsible AI, Gemini, Prompt Patterns, Google Workspace, Multimodal Prompts, AI powered creativity, AI literacy, AI Workflows, Artificial Intelligence, Generative AI

    4.7 stars, 303 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (303) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced Photoshop Features for Visual Design

    Skills you'll gain: Adobe Photoshop, Photo Editing, Typography, AI powered creativity, Color Matching, Adobe Creative Cloud, Visual Storytelling, Graphic and Visual Design, Graphic and Visual Design Software, Design Elements And Principles, Graphics Software, Image Quality, Editing, Graphical Tools, AI Integrations, Post-Production, Creative Design, Layout Design

    5 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (16) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Advanced Budgeting Across Automobile, IT & Banking

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Budget Management, Budgeting, Banking Services, Banking, Financial Data, Revenue Forecasting, Financial Forecasting, Trend Analysis, Business Modeling, Financial Analysis, Cost Estimation, Cost Management, Operating Budget, Financial Management, Corporate Finance, Financial Modeling, Commercial Lending, Business

    5 stars, 43 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (43) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Adaptability and Resiliency

    Skills you'll gain: Adaptability, Resilience, Professional Development, Action Oriented, Overcoming Obstacles, Self-Awareness, Cognitive flexibility, Expectation Management, Growth Mindedness, Personal Development, Relationship Building, Plan Execution, Productivity, Planning, Behavioral Management, Positivity

    4.7 stars, 841 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (841) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Unity Game Development: Fun Mini-Game Projects

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Animation and Game Design, Performance Tuning, User Interface (UI), 3D Assets, Event-Driven Programming, Virtual Environment, Project Design, Interactive Design, C# (Programming Language), User Interface (UI) Design, Program Development, Debugging, Scripting, Animations, UI Components, Code Reusability, Computer Graphics

    5 stars, 19 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (19) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apple Inc Financial Modeling: Analyze & Forecast

    Skills you'll gain: Financial Statements, Financial Modeling, Financial Analysis, Working Capital, Equities, Capital Expenditure, Financial Data, Business Valuation, Accounts Receivable, Finance, Analysis, Cash Flows, Corporate Finance, Risk Analysis, Investment Banking, Depreciation, Business, Estimation

    4.8 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI literacy, Automation, Responsible AI, B2B Sales

    4.5 stars, 776 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (776) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft AI Agents: From Foundations to Applications

    Skills you'll gain: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, Docker (Software), Application Deployment, Agentic Workflows, AI Workflows, Generative AI Agents, Kubernetes, Retrieval-Augmented Generation, Microsoft Azure, LangChain, Artificial Intelligence, Microservices, Natural Language Processing, Serverless Computing, Reinforcement Learning, Distributed Computing

    3.3 stars, 33 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.3 (33) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • C

    Coursera

    Semantic Segmentation with Amazon Sagemaker

    Skills you'll gain: AWS SageMaker, Amazon Web Services, Model Deployment, Image Analysis, Applied Machine Learning, Model Training, Machine Learning Algorithms, Data Preprocessing, Computer Vision, Deep Learning, Machine Learning

    4.5 stars, 95 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.5 (95) · Advanced · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Microsoft

    Microsoft Advanced Analytics Techniques with Generative AI

    Skills you'll gain: Logistic Regression, Web Scraping, Prompt Engineering, Rmarkdown, Regression Analysis, Responsible AI, Leaflet (Software), Generative AI, Statistical Modeling, Statistics, Statistical Analysis, Data Ethics, Applied Machine Learning, Root Cause Analysis, AI Product Strategy, AI Enablement, AI Integrations, AI Personalization, AI Orchestration, AI Workflows

    4.6 stars, 88 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (88) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Logistic Regression with NumPy and Python

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Logistic Regression, NumPy, Machine Learning Methods, Jupyter, Scikit Learn (Machine Learning Library), Data Science, Machine Learning, Machine Learning Algorithms, Python Programming

    4.5 stars, 396 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (396) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Master Full-Stack Web Development with Laravel & PHP

    Skills you'll gain: Restful API, Secure Coding, Application Deployment, Web Development, API Design, Full-Stack Web Development, Security Controls, Scripting Languages, Cloud API, Software Documentation, Software Installation, Data Validation

    4.2 stars, 202 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (202) · Intermediate · Course · 1 - 4 Weeks

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

  • Google Workspace with Gemini: Foundations of Your AI Workflow: Google Cloud
  • Apply Advanced Photoshop Features for Visual Design: EDUCBA
  • Advanced Budgeting Across Automobile, IT & Banking: EDUCBA
  • Adaptability and Resiliency: University of California, Davis
  • Unity Game Development: Fun Mini-Game Projects: EDUCBA
  • Apple Inc Financial Modeling: Analyze & Forecast: EDUCBA
  • AI Essentials: Intel
  • Microsoft AI Agents: From Foundations to Applications: Microsoft
  • Semantic Segmentation with Amazon Sagemaker: Coursera
  • Microsoft Advanced Analytics Techniques with Generative AI: Microsoft

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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