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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

    Specialized RMAN Features and Advanced Use Cases

    Skills you'll gain: Oracle Databases, Oracle Cloud, Performance Tuning, Database Architecture and Administration, Data Storage Technologies, Database Management, Database Administration, Cloud Storage, Disaster Recovery, Encryption

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Debug Audio Models: Performance and Root Cause

    Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, AI literacy, Governance, Ethical Standards And Conduct, Data Governance, Accountability Frameworks, Information Privacy, Social Impact, Safety Assurance, Case Studies

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

    Skills you'll gain: Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Learn Midjourney For Your Future 6 Figure Career

    Skills you'll gain: AI powered creativity, Prompt Engineering Tools, Image Quality, Responsible AI, Content Creation, Creative Design, Entrepreneurship

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Switching, Routing, and Network Services

    Skills you'll gain: Virtual Local Area Network (VLAN), Routing Protocols, Virtual Networking, Network Switches, Network Administration, Network Routing, Network Troubleshooting, Open Shortest Path First (OSPF), Network Routers, TCP/IP, Computer Networking, Network Infrastructure, Dynamic Host Configuration Protocol (DHCP), Local Area Networks, Network Performance Management, Networking Hardware, Network Security, Network Protocols, System Configuration

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud - Deutsch

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, AI literacy, Google Cloud Platform, Ethical Standards And Conduct, Data Governance, Governance, Social Impact, Decision Making

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    使用 BigQuery 机器学习推理功能

    Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, Google Cloud Platform, Model Training, Machine Learning, Machine Learning Algorithms, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Highlight Data with Excel Conditional Formatting

    Skills you'll gain: Microsoft Excel, Dashboard, Data Visualization, Dashboard Creation, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Operational Efficiency, Project Planning, Prioritization, Scheduling, Decision Making, Performance Analysis, Automation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze, Create, and Secure Data with Zero Trust

    Skills you'll gain: Security Architecture Review, Investigation, Cyber Security Assessment, IT Security Architecture, Failure Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Specialized RMAN Features and Advanced Use Cases: Packt
  • Debug Audio Models: Performance and Root Cause: Coursera
  • Responsible AI: Applying AI Principles with GC - Italiano: Google Cloud
  • Responsible AI: Interpretability & Transparency - Deutsch: Google Cloud
  • Learn Midjourney For Your Future 6 Figure Career: Packt
  • Switching, Routing, and Network Services: Packt
  • Deploy & Evaluate Vision Models Effectively: Coursera
  • Nail Regression & Classification: Coursera
  • Responsible AI: Applying AI Principles with Google Cloud - Deutsch: Google Cloud
  • 使用 BigQuery 机器学习推理功能: Google Cloud

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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