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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: Free Trial
    Free Trial
    E

    EDUCBA

    Linear Regression with R: Build & Optimize

    Skills you'll gain: Model Evaluation, Regression Analysis, Statistical Methods, Model Training, Data Visualization, Statistical Modeling, Plot (Graphics), Feature Engineering, Model Optimization, Predictive Modeling, Data Analysis, R Programming, Supervised Learning, Correlation Analysis, Probability & Statistics, Verification And Validation

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Association of International Certified Professional Accountants

    Making the Case for Robotic Process Automation

    Skills you'll gain: Robotic Process Automation, Business Process Automation, Return On Investment, Automation, Business Requirements, Requirements Analysis, Process Mapping, Process Analysis, Performance Measurement, Business Metrics, Value Propositions, Process Improvement, Project Scoping, Digital Transformation

    4.1
    Rating, 4.1 out of 5 stars
    ·
    95 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Fundamentals for Implementing a Hypertension Program

    Skills you'll gain: Blood Pressure, Medical Management, Pharmacy Operations, Healthcare Project Management, Community Health, Care Management, Chronic Diseases, Pharmaceuticals, Medication Therapy Management, Care Coordination, Patient Evaluation, Public Health and Disease Prevention, Pharmacotherapy, Health Disparities, Health Equity, Patient Treatment, Patient Communication, Patient-centered Care, Vital Signs

    4.9
    Rating, 4.9 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Mastering GitHub for Developers and DevOps

    Skills you'll gain: Prompt Engineering, GitHub Copilot, Git (Version Control System), GitHub, Version Control, CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Software Versioning, Microsoft Azure, DevOps, Docker (Software), Software Development Tools, Application Deployment, ChatGPT, Software Installation, Continuous Deployment, Containerization, Amazon Web Services

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Natural Language Processing, Text Mining, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep AZ-500:Microsoft Azure Security Engineer Associate

    Skills you'll gain: Azure Active Directory, Authentications, Microsoft Azure, Authorization (Computing), Network Security, Virtual Private Networks (VPN), Identity and Access Management, Firewall, Active Directory, Cloud Security, Network Engineering, User Provisioning, Network Administration, Infrastructure Security, IT Security Architecture, Security Management, Role-Based Access Control (RBAC), Security Controls, Virtual Networking, Kubernetes

    4.3
    Rating, 4.3 out of 5 stars
    ·
    26 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Evaluating Student Understanding with Socrative

    Skills you'll gain: Education Software and Technology, Real Time Data

    4.8
    Rating, 4.8 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Unity Game Development: Build and Design Pipe Runner

    Skills you'll gain: Unity Engine, User Interface (UI), 3D Assets, Virtual Environment, Game Design, User Interface (UI) Design, Video Game Development, Debugging, Computer Graphics, Scripting

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Data Visualization:Matplotlib & Seaborn(Enhanced)

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Graphing, Statistical Visualization, Data Analysis, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    30 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

    EDUCBA

    Forex Basics: Currency Conversion & Exchange Rates

    Skills you'll gain: International Finance, Financial Trading, Financial Market, Complex Problem Solving, International Relations, Economics, Financial Systems, Market Dynamics, Business Mathematics, Applied Mathematics, Arithmetic, Financial Regulations, Case Studies, Analytical Skills, Analysis, Business, Logical Reasoning

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Python Cryptography: Build & Explore Classical Ciphers

    Skills you'll gain: Cryptography, Encryption, Key Management, Python Programming, Scripting, User Interface (UI), UI Components, Application Development

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Improve Communication with Genial.ly

    Skills you'll gain: Train The Trainer, Virtual Environment, Design, Education Software and Technology, Educational Materials, Communication, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Linear Regression with R: Build & Optimize: EDUCBA
  • Making the Case for Robotic Process Automation: Association of International Certified Professional Accountants
  • Fundamentals for Implementing a Hypertension Program: Johns Hopkins University
  • Mastering GitHub for Developers and DevOps: Packt
  • Advanced Semantic Processing: Packt
  • Exam Prep AZ-500:Microsoft Azure Security Engineer Associate: Whizlabs
  • Evaluating Student Understanding with Socrative: Coursera
  • Unity Game Development: Build and Design Pipe Runner: EDUCBA
  • Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
  • Forex Basics: Currency Conversion & Exchange Rates: 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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