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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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    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Construction, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Collaboration, 3D Modeling, Data Management, Data Modeling, Coordination, Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google

    Fast-Track Data Analysis and Presentations

    Skills you'll gain: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Generative AI, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    ISAE-SUPAERO

    Foundation of Structural Dynamics

    Skills you'll gain: Structural Engineering, Mechanics, Engineering Analysis, Vibrations, Mathematical Modeling, Simulation and Simulation Software, Control Systems, Physics

    4.2
    Rating, 4.2 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 5

    Skills you'll gain: Classical Music, Music, Music Theory, Music History, Music Performance

    5
    Rating, 5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Codio

    Security Infrastructure Management

    Skills you'll gain: Endpoint Security, Infrastructure Security, Security Management, Network Security, Cyber Security Policies, Security Controls, Data Security, Security Strategy, Application Security, IT Infrastructure, Information Management, Enterprise Security, Data Integrity

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    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Risk Response

    Skills you'll gain: Project Risk Management, Risk Management, Risk Mitigation, Contingency Planning, Risk Analysis, Business Risk Management, Threat Management, Stakeholder Engagement, Project Planning, Agile Methodology, Stakeholder Communications, Decision Making, Plan Execution

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    SPSS: Apply & Interpret Logistic Regression Models

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    8 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Architecting AI Solutions – Scalable GenAI Systems

    Skills you'll gain: Generative Model Architectures, Generative AI, Site Reliability Engineering, Scalability, Application Design, Cloud Computing Architecture, Systems Architecture, Cloud Applications, Load Balancing, Cloud Platforms, Application Deployment, Distributed Computing, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture, Infrastructure as Code (IaC), Containerization, Responsible AI, Continuous Monitoring, Security Engineering

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    AWS Certified Solutions Architect

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon S3, Amazon DynamoDB, Cloud Solutions, Cloud Storage, General Networking, Database Management, Amazon CloudWatch, Network Administration, AWS Identity and Access Management (IAM), Data Migration, Network Security

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Codio

    Select Topics in Python: Natural Language Processing

    Skills you'll gain: Text Mining, Large Language Modeling, Natural Language Processing, LLM Application, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Visualization with OpenAI API: Generate code with GenAI

    Skills you'll gain: Prompt Engineering, Generative AI, Data Visualization, Data Visualization Software, OpenAI, ChatGPT, Large Language Modeling, Matplotlib, Data Analysis, Pandas (Python Package), Python Programming, Data Manipulation, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
supervised learning
advanced ml algorithms & unsupervised learning
unsupervised algorithms in machine learning
trees, svm and unsupervised learning
applied unsupervised learning in python
unsupervised learning and its applications in marketing
supervised machine learning: regression
1…361362363…505

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

  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Fast-Track Data Analysis and Presentations: Google
  • Foundation of Structural Dynamics: ISAE-SUPAERO
  • Exploring Beethoven's Piano Sonatas Part 5: Curtis Institute of Music
  • Cours intensif sur la science des données: Johns Hopkins University
  • Security Infrastructure Management: Codio
  • Risk Response: LearnKartS
  • SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
  • Architecting AI Solutions – Scalable GenAI Systems: Packt
  • AWS Certified Solutions Architect: LearnKartS

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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