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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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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Gemini for Data Scientists and Analysts - 日本語版

    Skills you'll gain: Google Gemini, Marketing Analytics, Generative AI, Customer Analysis, Customer Insights, Big Data, Forecasting, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Harden AI: Patch and Recover Incidents Fast

    Skills you'll gain: Site Reliability Engineering, Incident Management, AI Security, MLOps (Machine Learning Operations), Model Deployment, Patch Management, Problem Management, DevOps, System Monitoring, Continuous Monitoring, Dependency Analysis, Sprint Retrospectives, Disaster Recovery, Artificial Intelligence, Vulnerability Assessments, Automation, Dashboard

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Polski

    Skills you'll gain: Responsible AI, Google Cloud Platform, Data Ethics, Artificial Intelligence, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Learn Reflection with Java

    Skills you'll gain: Java Programming, Test Script Development, Program Development, Application Frameworks, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    University of London

    Graduate Diploma in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Packt

    Material Fundamentals - Procedural Textures in Blender 4.4

    Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Animation and Game Design, Design Elements And Principles, Creative Design

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Learn Blender Simulations the Right Way

    Skills you'll gain: Animations, Animation and Game Design, 3D Assets, Computer Graphics, 3D Modeling, Visualization (Computer Graphics), Motion Graphics, Simulations, Video Game Development, Design Elements And Principles, Design and Product

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    Skills you'll gain: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Português Brasileiro

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    JavaScript Foundations Course

    Skills you'll gain: Hypertext Markup Language (HTML), Scripting Languages, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intermediate Detailing and Scene Composition

    Skills you'll gain: Computer Graphics, 3D Modeling, 3D Assets, Visualization (Computer Graphics), Art History, Image Quality, Performance Tuning, Design, Aesthetics

    Intermediate · Course · 3 - 6 Months

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

  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Gemini for Data Scientists and Analysts - 日本語版: Google Cloud
  • Harden AI: Patch and Recover Incidents Fast: Coursera
  • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud
  • Learn Reflection with Java: Pearson
  • Graduate Diploma in Computer Science: University of London
  • Material Fundamentals - Procedural Textures in Blender 4.4: Packt
  • Learn Blender Simulations the Right Way: Packt
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Work with Gemini Models in BigQuery - Português Brasileiro: 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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