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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

    Finalizing the Windmill and Integrating with Unreal Engine 5

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animations, Animation and Game Design, Video Game Development, Model Optimization, Data Import/Export

    Advanced · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 4

    Skills you'll gain: Linux Administration, Linux, Linux Commands, Operating System Administration, TCP/IP, Authorization (Computing), System Configuration, Hardening, Network Monitoring, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, User Accounts, Service Management, OS Process Management, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    Apply SCD2 to Build Dynamic Data Models

    Skills you'll gain: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Data Integrity, Data Pipelines, SQL

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI: Applying AI Principles with GC - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Business Ethics, Accountability Frameworks, Ethical Standards And Conduct, Governance, Resource Utilization, Culture Transformation, Continuous Improvement Process, Safety Assurance

    Beginner · Course · 1 - 3 Months

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    Packt

    The Lean-Agile Way: Mastering Value Stream Management

    Skills you'll gain: Lean Methodologies, Process Optimization, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Agile Methodology, Organizational Effectiveness, Business Transformation, Agile Product Development, Continuous Improvement Process, Agile Project Management, Customer experience improvement

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - בעברית

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Generative Model Architectures, Machine Learning Methods, Applied Machine Learning, Model Training, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Campaign Planning, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Marketing Effectiveness, Promotions and Campaigns, Marketing Strategies, Project Management Life Cycle, Performance Metric, Marketing Planning, Data Presentation, Storytelling, Data-Driven Decision-Making, Project Closure, Plan Execution, Continuous Monitoring, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Migration to AWS

    Skills you'll gain: Data Import/Export, Cloud Technologies, Cloud Deployment, Cloud Platforms, Cloud Infrastructure, Data Storage Technologies, IT Automation, Automation, Database Management Systems

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Debug ML Code: Fix, Trace & Evaluate

    Skills you'll gain: Regression Testing, Debugging, Unit Testing, Test Case, Code Review, Root Cause Analysis, Software Documentation

    Intermediate · Course · 1 - 4 Weeks

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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

  • Status: New
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    Status: Free Trial
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    Coursera

    Architect AI Systems: From Concept to Code

    Skills you'll gain: Systems Architecture, AI Workflows, Process Modeling, Model Based Systems Engineering, System Design and Implementation, Systems Analysis, Enterprise Modeling, Model Training, Diagram Design, Dataflow, MLOps (Machine Learning Operations), Requirements Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Securing Services: Hashicorp Consul & Vault Mastery

    Skills you'll gain: Scalability, Microservices, Cloud-Native Computing, Kubernetes, System Monitoring, Cloud Security, Key Management, Application Deployment, Service Management, Security Engineering, IT Service Management, Software-Defined Networking

    Intermediate · Course · 1 - 4 Weeks

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

  • Finalizing the Windmill and Integrating with Unreal Engine 5: Packt
  • CompTIA Linux+ XK0-005: Unit 4: Pearson
  • Apply SCD2 to Build Dynamic Data Models: Coursera
  • Responsible AI: Applying AI Principles with GC - Italiano: Google Cloud
  • The Lean-Agile Way: Mastering Value Stream Management: Packt
  • Encoder-Decoder Architecture - בעברית: Google Cloud
  • Run Campaign Cycles: Coursera
  • Migration to AWS: Packt
  • Debug ML Code: Fix, Trace & Evaluate: Coursera
  • 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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