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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
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    EDUCBA

    Mastering Python Modules and File Systems

    Skills you'll gain: File I/O, Code Reusability, File Systems, Command-Line Interface, Python Programming, Package and Software Management, File Management, UI Components, Scripting, User Interface (UI), Graphical Tools, Data Structures, Development Environment, Simulations

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northeastern University

    Information Systems Foundations

    Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Software Engineering, Object Oriented Programming (OOP), Project Risk Management, Application Design, Web Applications, Software Development Life Cycle, Risk Management, Case Studies, Web Development, Software Development Methodologies, Application Development, Program Development, Python Programming, Application Frameworks, Software Design, Programming Principles, Computer Programming

    2.9
    Rating, 2.9 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Analysis, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Machine Learning Methods

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Tel Aviv University

    Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Tax, Economic Development, Social Justice, Socioeconomics, Public Policies, Tax Planning, Policy Analysis, Income Tax

    4.6
    Rating, 4.6 out of 5 stars
    ·
    136 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Analyze and Apply Generative AI in Research & Development

    Skills you'll gain: AI powered creativity, Analytics, Big Data, AI literacy, Scalability, AI Integrations, Quantum computing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Introduction to Renewable Energy

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Architecture, Sustainable Development, Sustainable Technologies, Sustainability Reporting, Climate Change Programs, Environmental Issue, Climate Change Mitigation, Sustainable Business, Corporate Sustainability, Energy and Utilities, Innovation, Environment, Transportation Operations, Architecture and Construction, Environmental Policy, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Introduction to PicsArt for Social Media Marketing

    Skills you'll gain: Social Media Marketing, Social Media, Social Media Content, Social Media Strategy, Photo Editing, Marketing, Photo/Video Production and Technology, Graphics Software, Graphic and Visual Design Software, Graphical Tools, Graphic Design, Computer Graphic Techniques, Entrepreneurship, Business

    4.5
    Rating, 4.5 out of 5 stars
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    86 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
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    EDUCBA

    Create and Master 3D Assets in Blender from Scratch

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Data Import/Export, Model Optimization, Graphical Tools, Editing, User Interface (UI), File Management

    Beginner · Course · 1 - 3 Months

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

    Edureka

    Agentic AI Engineering

    Skills you'll gain: LangChain, LangGraph, Model Context Protocol, AI Workflows, LLM Application, Context Engineering, AI Orchestration, Agentic Workflows, Generative AI Agents, Tool Calling, Data Processing, Data Transformation, Retrieval-Augmented Generation, Agentic systems, Generative AI, Gemini, Scalability, Artificial Intelligence, Prompt Engineering, Responsible AI

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI in Media

    Skills you'll gain: Generative AI, Generative AI Agents, Google Gemini, Content Creation, Media Strategy, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Photo/Video Production and Technology, Responsible AI, AI Security, Artificial Intelligence, Machine Learning, Digital Media Strategy, AI Workflows, Machine Learning Algorithms, Digital Transformation, Algorithms, Business Ethics, Artificial Neural Networks, Agentic systems

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Linux: File Management for Devops

    Skills you'll gain: Command-Line Interface, Linux Commands, Linux, File Management, Linux Administration, File Systems, File I/O

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep DP-700: Microsoft Fabric Data Engineer Associate

    Skills you'll gain: Dataflow, Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Continuous Deployment, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Analytics, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Mastering Python Modules and File Systems: EDUCBA
  • Information Systems Foundations: Northeastern University
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing: Tel Aviv University
  • Analyze and Apply Generative AI in Research & Development: EDUCBA
  • Introduction to Renewable Energy: L&T EduTech
  • Introduction to PicsArt for Social Media Marketing: Coursera
  • Create and Master 3D Assets in Blender from Scratch: EDUCBA
  • Agentic AI Engineering: Edureka
  • AI in Media: Saïd Business School, University of Oxford

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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