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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
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    Packt

    Advanced Game Development and Unity Basics

    Skills you'll gain: Game Design, Android Development, Unity Engine, Video Game Development, Animation and Game Design, Mobile Development, User Interface (UI), User Interface (UI) Design, C# (Programming Language), Animations

    Advanced · Course · 1 - 3 Months

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    Coursera

    Text Generation with Cohere: Recognizing Similarities

    Skills you'll gain: Artificial Intelligence, LLM Application, Large Language Modeling, Embeddings, AI Integrations, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: Generative Model Architectures, AI powered creativity, AI literacy

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    인공 지능 데이터 공정성 및 편향

    Skills you'll gain: Data Ethics, Responsible AI, Machine Learning, Data Collection, Game Theory, Algorithms, Artificial Intelligence, Predictive Modeling, Machine Learning Algorithms, Mitigation

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI Policy Essentials

    Skills you'll gain: Policy Development, Environmental Policy, Cyber Governance, Regulation and Legal Compliance, Policy Analysis, Research, and Development, Regulatory Requirements, Governance, Data Governance, Public Policies, Risk Management, Artificial Intelligence, Regulatory Compliance, AI Integrations, Policy Analysis, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Governance Risk Management and Compliance, Generative AI Agents, Generative AI, Decision Making

    Beginner · Course · 1 - 3 Months

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    Packt

    YOLO-NAS + v8 Full-Stack Computer Vision Course

    Skills you'll gain: Computer Vision, Mobile Development, Model Training, Fine-tuning, Model Deployment, Model Optimization, PyTorch (Machine Learning Library), Flask (Web Framework), Tensorflow, Application Deployment, AI Integrations, Cloud Deployment, Data Preprocessing, User Interface (UI), Development Environment, User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Niel Asher Education

    Olympic Lifting Fundamentals for Strength and Power

    Skills you'll gain: Lifting Ability, Coaching, Coordination, Exercise Science, Train The Trainer, Athletic Training, Injury Prevention, Mechanics

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Logical Operations

    PCEP: Python Conditionals, Loops, Functions, and Exceptions

    Skills you'll gain: Code Reusability, Program Development, Python Programming, Maintainability, Programming Principles, Debugging, Computer Programming, Software Development, Computational Logic

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Creating an Unresourced Project with Oracle Primavera P6 PPM

    Skills you'll gain: Work Breakdown Structure, Calendar Management, Project Schedules, Project Management, Project Management Software, Scope Management, Project Planning, Timelines, Scheduling, Project Portfolio Management, Dependency Analysis, Data Visualization

    Beginner · Course · 1 - 3 Months

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    University of Miami

    Advanced Concepts in Additive Manufacturing

    Skills you'll gain: Manufacturing Processes, Materials science, AI Integrations, Manufacturing and Production, Manufacturing Operations, Emerging Technologies, Artificial Intelligence, Engineering, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Simplilearn

    Linear Algebra for ML and Analytics Training

    Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Analytical Skills, Feature Engineering, Applied Machine Learning, Data Science

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate Excel with Robust VBA Macros

    Skills you'll gain: Excel Macros, Business Workflow Analysis, Scripting, Workflow Management, Microsoft Excel, Process Analysis, Visual Basic (Programming Language), Spreadsheet Software, Business Process Automation, Programming Principles, Scripting Languages, Automation Engineering, Automation, Maintainability, User Feedback, Debugging, Data Manipulation

    Advanced · Course · 1 - 4 Weeks

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

  • Advanced Game Development and Unity Basics: Packt
  • Text Generation with Cohere: Recognizing Similarities: Coursera
  • How to Use ChatGPT and Generative AI to Help Create Content: Packt
  • 인공 지능 데이터 공정성 및 편향: LearnQuest
  • AI Policy Essentials: AI CERTs
  • YOLO-NAS + v8 Full-Stack Computer Vision Course: Packt
  • Olympic Lifting Fundamentals for Strength and Power: Niel Asher Education
  • PCEP: Python Conditionals, Loops, Functions, and Exceptions: Logical Operations
  • Creating an Unresourced Project with Oracle Primavera P6 PPM: Packt
  • Advanced Concepts in Additive Manufacturing: University of Miami

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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