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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

    Jira Job Preparation: Portfolio, Resume, and Interview

    Skills you'll gain: Jira (Software), Interviewing Skills, Agile Product Development, Action Oriented, Program Management, LinkedIn, Portfolio Management, Workflow Management, Storytelling

    Beginner · Course · 1 - 4 Weeks

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    Packt

    From Recipe to Chef - Become an LLM Engineer

    Skills you'll gain: Prompt Engineering, LLM Application, LangChain, Large Language Modeling, Fine-tuning, Data Quality, Model Deployment, Model Training, No-Code Development, Model Evaluation, Application Deployment, Transfer Learning

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Modern Game Design Mastery with AI

    Skills you'll gain: Data Ethics, AI powered creativity, AI Product Strategy, AI Workflows, AI literacy, Storytelling

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Geliştiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Şeffaflık

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Data Integrity, Artificial Intelligence, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    UiPath

    UiPath Automation Developer Professional

    Skills you'll gain: Robotic Process Automation, Test Automation, Business Process Automation, Automation, Computer Vision, Debugging, Development Testing, Image Analysis, Data Mapping, User Interface (UI), Data Import/Export, AI Enablement, Application Frameworks, Event-Driven Programming, Transaction Processing

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Uncover Causal Impacts Fast

    Skills you'll gain: Statistical Inference, Business Analytics, Data-Driven Decision-Making, Data Analysis, Regression Analysis, Estimation, Statistical Analysis, Statistical Methods, Correlation Analysis, Marketing Analytics, Data Validation, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Visual Design of UI & Backends with AWS Amplify Studio

    Skills you'll gain: Authentications, UI Components, Full-Stack Web Development, Authorization (Computing), File Management, React.js, Application Deployment, Cloud Deployment, Development Environment, JavaScript Frameworks, Frontend Integration, Web Development Tools, Web Applications, Amazon Web Services, Identity and Access Management, User Interface (UI), Software Development Tools, User Interface (UI) Design, Content Management, Data Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    Interactive Web Content Using AJAX and JSON in JavaScript

    Skills you'll gain: Application Programming Interface (API), Web Development, Development Environment, Web Applications, Hypertext Markup Language (HTML), GitHub, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Marketing with AI for Dummies

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO

    Beginner · Course · 3 - 6 Months

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    Packt

    Data Representation and Serialization

    Skills you'll gain: Interoperability, Data Transformation, Secure Coding, Data Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluate, Create, and Analyze App Security

    Skills you'll gain: AI Security, Threat Modeling, Security Testing, Secure Coding, Vulnerability Scanning, Penetration Testing, Vulnerability Management, Dependency Analysis, Application Security, Cyber Security Assessment, DevSecOps, Code Review, Package and Software Management, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Getting Technical with the Terminal

    Skills you'll gain: Unix Shell

    Beginner · Course · 1 - 4 Weeks

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

  • Jira Job Preparation: Portfolio, Resume, and Interview: Coursera
  • From Recipe to Chef - Become an LLM Engineer: Packt
  • Modern Game Design Mastery with AI: AI CERTs
  • GeliÅŸtiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Åžeffaflık: Google Cloud
  • UiPath Automation Developer Professional: UiPath
  • Uncover Causal Impacts Fast: Coursera
  • Visual Design of UI & Backends with AWS Amplify Studio: Packt
  • Interactive Web Content Using AJAX and JSON in JavaScript: Packt
  • Marketing with AI for Dummies: John Wiley & Sons
  • Data Representation and Serialization: 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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