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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

    Hexavalent Chromium: Regulations, Risks, and Sustainability

    Skills you'll gain: Occupational Hygiene, Occupational Safety And Health, Occupational Health, Hazard Analysis, Regulatory Requirements, Hazard Communication (HazCom), Occupational Safety and Health Administration (OSHA), Regulatory Compliance, Safety Culture, Safety Training, Compliance Management, Safety Standards, Environment Health And Safety, Mitigation, Environmental Engineering and Restoration, Environmental Regulations, Risk Mitigation, Quality Assessment, Leadership, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Privacy & Safety - Português

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Federated Learning, Google Cloud Platform, Information Privacy, Cloud Security, Personally Identifiable Information, Data Security, Artificial Intelligence, Data Loss Prevention, Safety and Security, Encryption

    Intermediate · Course · 1 - 3 Months

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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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    Coursera

    Blend Hybrid Search

    Skills you'll gain: Vector Databases, Semantic Web, Model Optimization, Embeddings, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    AI-Powered Analytics and Performance Engineering

    Skills you'll gain: Amazon Bedrock, Serverless Computing, AWS SageMaker, Generative AI, AI Integrations, Token Optimization, AI Workflows, Amazon Web Services, Rust (Programming Language), Analytics, Anomaly Detection, Development Environment, Performance Analysis, Python Programming, Operational Efficiency, Data Wrangling, Scripting Languages, Benchmarking, Cost Reduction

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Optimize GenAI Performance: Monitor, Measure, Maintain

    Skills you'll gain: Dashboard Creation, System Monitoring, Dashboard, Application Performance Management, Continuous Monitoring, Event Monitoring, Performance Tuning, Service Level, Generative AI, Business Metrics, Service Level Agreement, Incident Management, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - Bahasa Indonesia

    Skills you'll gain: Image Analysis, Model Training, Deep Learning, Convolutional Neural Networks, Generative Model Architectures, Model Deployment, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Advanced Contract Testing with Pact and Beyond

    Skills you'll gain: API Testing, Integration Testing, Continuous Deployment, Microservices, Software Versioning, Test Script Development, Continuous Integration, Test Automation, CI/CD, API Design, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Introduction to Programming with C#12 and .NET8

    Skills you'll gain: Version Control, Git (Version Control System), Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Microsoft Visual Studio, Development Environment, Application Frameworks, Program Development, Integrated Development Environments, Computer Programming, Programming Principles, Microsoft Development Tools, Computational Logic, Data Structures

    Beginner · Course · 3 - 6 Months

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    Coursera

    Evaluate Vision Errors: Identify Failure Patterns

    Skills you'll gain: Image Analysis, Computer Vision, Model Evaluation, Analysis, Failure Mode And Effects Analysis, Root Cause Analysis, Scientific Visualization, Data Visualization, Correlation Analysis, Quality Assurance, Statistical Reporting

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Launch Chroma Fast

    Skills you'll gain: Vector Databases, Database Architecture and Administration, Database Management, Machine Learning Methods, Data Import/Export, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Visualización de datos con Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, Seaborn, Plot (Graphics), Data Visualization, Data Literacy, Data Visualization Software, Time Series Analysis and Forecasting, Data Storytelling, Statistical Visualization, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Graphing, Data Structures, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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

  • Hexavalent Chromium: Regulations, Risks, and Sustainability: Coursera
  • Responsible AI: Privacy & Safety - Português: Google Cloud
  • Jira Job Preparation: Portfolio, Resume, and Interview: Coursera
  • Blend Hybrid Search: Coursera
  • AI-Powered Analytics and Performance Engineering: Pragmatic AI Labs
  • Optimize GenAI Performance: Monitor, Measure, Maintain: Coursera
  • Create Image Captioning Models - Bahasa Indonesia: Google Cloud
  • Advanced Contract Testing with Pact and Beyond: Coursera
  • Introduction to Programming with C#12 and .NET8: Packt
  • Evaluate Vision Errors: Identify Failure Patterns: Coursera

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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