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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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    Whizlabs

    Microsoft Security Solutions Capabilities

    Skills you'll gain: Azure Active Directory, Endpoint Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Advanced LLM Design: Retrieval, Context, and Prompts

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Model Evaluation, Embeddings, Context Management, Vector Databases, Artificial Intelligence, Scalability, Performance Metric, Machine Learning, Application Programming Interface (API), Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Asset Manipulation and Environment Detailing in UE5

    Skills you'll gain: 3D Assets, Unreal Engine, Virtual Environment, Computer Graphics, Computer Graphic Techniques, Simulations

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Pearson

    Practical Cybersecurity Fundamentals: Unit 2

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Hunting, Cyber Threat Intelligence, Digital Forensics, Computer Security Incident Management, Incident Management, Threat Detection, Cybersecurity, Cyber Operations, Mobile Security

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Engajamento, Conversão e o Consumidor

    Skills you'll gain: Conversion Funnel Analysis, Sales Strategy, Data-Driven Marketing, Marketing Strategies, Data Visualization Software, Customer Engagement, Consumer Behaviour, Regression Analysis, Target Market, Decision Tree Learning, Decision Making, Journey Mapping, Logistic Regression, Artificial Neural Networks

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Principles of Data Science

    Skills you'll gain: Probability & Statistics, Data Ethics, Pandas (Python Package), Machine Learning Methods, Statistical Methods, Bayesian Statistics, Data Literacy, Data Wrangling, Statistics, Data Science, Responsible AI, Probability, Data Visualization, Machine Learning, Applied Machine Learning, Data Processing, Data Architecture, Python Programming, Data Mapping, Data Integrity

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    University of Colorado System

    Parenting and More GameMaker Language Code

    Skills you'll gain: Video Game Development, Game Design, Unity Engine, C++ (Programming Language), Programming Principles, Object Oriented Programming (OOP), Code Reusability, C# (Programming Language), Maintainability, Computational Logic, Data Structures, Computer Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Automate & Secure LLM Deployments

    Skills you'll gain: LLM Application, Model Deployment, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Application Deployment, Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), AI Security, Cloud Management, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of Illinois Urbana-Champaign

    Memory Foundations in C++

    Skills you'll gain: Memory Management, C++ (Programming Language)

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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

  • Microsoft Security Solutions Capabilities: Whizlabs
  • Advanced LLM Design: Retrieval, Context, and Prompts: Packt
  • Build & Evaluate Decision Trees for ML: Coursera
  • Advanced Asset Manipulation and Environment Detailing in UE5: Packt
  • Practical Cybersecurity Fundamentals: Unit 2: Pearson
  • Engajamento, Conversão e o Consumidor: Fundação Instituto de Administração
  • Principles of Data Science: Packt
  • Parenting and More GameMaker Language Code: University of Colorado System
  • Automate & Secure LLM Deployments: Coursera
  • Memory Foundations in C++: University of Illinois Urbana-Champaign

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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