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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
    New
    Status: Free Trial
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    C

    Coursera

    Advanced Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Business Metrics, Scatter Plots, Key Performance Indicators (KPIs), Data Analysis, Performance Metric, Performance Analysis, Analytical Skills, Trend Analysis, Statistical Analysis, Business Analysis, Plot (Graphics), Regression Analysis, Quantitative Research, Probability & Statistics, Statistical Methods, Data Visualization, Data Presentation, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Python Programming, Data Analysis, Unsupervised Learning, Analysis, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
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    220 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    EDUCBA

    PySpark & Python: Hands-On Guide to Data Processing

    Skills you'll gain: SQL

    4.4
    Rating, 4.4 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    W

    Whizlabs

    Mastering AWS Managed AI Services & Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, Personally Identifiable Information, Generative AI, AI Security, AI literacy, Information Privacy, Risking, Artificial Intelligence, Amazon Web Services, AI Workflows, AI Personalization, Solution Design, Model Deployment, Natural Language Processing, AI Integrations, Managed Services, Image Analysis, Law, Regulation, and Compliance, Computer Vision

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    S

    Sage Publications

    Foundations of Statistical Analysis with Stata

    Skills you'll gain: Stata, STATA (Software), Quantitative Research, General Science and Research, Regression Analysis, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Data Entry, Descriptive Analytics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Programming, Data Analysis, Data Import/Export, Statistical Modeling, Logistic Regression, Time Series Analysis and Forecasting, Structural Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Raspberry Pi Platform and Python Programming for the Raspberry Pi

    Skills you'll gain: Linux, Linux Commands, Operating Systems, Embedded Software, Integrated Development Environments, File Systems, Internet Of Things, Command-Line Interface, Development Environment, System Configuration, Embedded Systems, Computing Platforms, Python Programming, OS Process Management, User Interface (UI), Computer Hardware, File Management, Scripting Languages, Programming Principles, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
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    2.8K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    Innovative Teaching with ChatGPT

    Skills you'll gain: ChatGPT, Creative Problem-Solving, AI Personalization, Innovation, Brainstorming, Game Design, Education Software and Technology, AI powered creativity, Student Engagement, Problem Solving, Prompt Engineering, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    688 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Telecommunications, Network Protocols, Market Opportunities, Automation, Emerging Technologies, Embedded Systems, Cloud Deployment, Software-Defined Networking, Market Intelligence

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    630 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Applied Mathematics, Network Model, Business Modeling, Industrial Engineering, Research Reports, Model Optimization, Linear Algebra, Numerical Analysis, Operational Analysis, Statistical Machine Learning, Inventory Control, Case Studies, Process Optimization, Algorithms, Project Design, Machine Learning, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    734 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Cloud-Native Microservices Deployment and Observability

    Skills you'll gain: Kubernetes, Istio, Cloud-Native Computing, Prometheus (Software), Microservices, Devops Tools, Grafana, Containerization, Application Deployment, OAuth, Cloud Deployment, Spring Boot, Spring Framework, Application Performance Management, Development Environment, Dashboard Creation, Event Monitoring, Java, Java Programming, Service Design

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    J

    John Wiley & Sons

    Blender Foundations: Interface, Modeling, & Procedural Tools

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Open Source Technology, Computer Graphics, Computer Graphic Techniques, Design Software, Graphical Tools, Network Model, Animation and Game Design, Animations, UI Components, Graphics Software, User Interface (UI), Editing, Video Game Development, Game Design, Design, Design Elements And Principles, Python Programming

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Health Data Science Foundation

    Skills you'll gain: Health Informatics, Machine Learning Methods, Deep Learning, Machine Learning, Machine Learning Algorithms, Health Care, Artificial Neural Networks, Supervised Learning, Applied Machine Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Project Management, Medical Science and Research, Unsupervised Learning, Program Development

    3.1
    Rating, 3.1 out of 5 stars
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    30 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Advanced Exploratory Data Analysis: Coursera
  • Algorithmic Thinking (Part 2): Rice University
  • PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
  • Mastering AWS Managed AI Services & Responsible AI: Whizlabs
  • Foundations of Statistical Analysis with Stata: Sage Publications
  • The Raspberry Pi Platform and Python Programming for the Raspberry Pi: University of California, Irvine
  • Innovative Teaching with ChatGPT: Vanderbilt University
  • Industrial IoT Markets and Security: University of Colorado Boulder
  • Operations Research: National Taiwan University
  • Cloud-Native Microservices Deployment and Observability: Packt

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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