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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


  • G

    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Writing Secure Code in ASP.NET

    Skills you'll gain: Authentications, Cryptography, Encryption, .NET Framework, Security Testing, Application Security, Hardening, Data Security, Data Access, Exploitation techniques, Application Frameworks, Application Development, Data Validation, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Java EE Essentials: Best Practices for Enterprise Solutions

    Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Performance Management, Software Design Patterns, Java, Enterprise Architecture, Java Programming, Enterprise Application Management, Secure Coding, Software Design, Model View Controller, System Monitoring, Security Controls, Software Architecture, Application Security, Maintainability, Application Frameworks, Programming Principles, Authorization (Computing), Authentications, Program Development

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Confident RPA UiPath Developer - Build 8 Projects

    Skills you'll gain: Robotic Process Automation, Verification And Validation, Development Testing, HR Tech, Business Logic, Document Management, Application Frameworks, Data Integration, File I/O

    Intermediate · Specialization · 3 - 6 Months

  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Operational Analysis, Data-Driven Decision-Making, Process Optimization, Predictive Modeling, Spreadsheet Software, Team Building, Network Routing, Model Evaluation, Model Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Transformation, Deep Learning, Data Processing, Artificial Neural Networks, Data Preprocessing, Data Manipulation, Machine Learning Methods, Cloud Deployment, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Cloud Security Essentials: AWS, Azure, GCP Protection

    Skills you'll gain: Cloud Security, Encryption, Network Security, Cloud Platforms, AI Security, Identity and Access Management, DevSecOps, Cloud Computing, Cloud Services, Cloud Infrastructure, Infrastructure Security, Zero Trust Network Access, IT Security Architecture, Cryptography, Data Security, Multi-Cloud, Data Storage, AWS Identity and Access Management (IAM), Microsoft Azure, Data Encryption Standard

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Facebook Content Creation Essentials

    Skills you'll gain: Facebook, Content Creation, Social Media Content, Graphic and Visual Design, Graphic Design, Visual Storytelling, Social Media, AI powered creativity, Driving engagement, Drive Engagement, Photo/Video Production and Technology, Video Production, Copywriting, Storytelling, Design Elements And Principles, Photo Editing, Videography, Writing, Video Editing, Editing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Python استخدام قواعد البيانات مع

    Skills you'll gain: Relational Databases, Data Visualization Software, Databases, Database Design, SQL, Database Management Systems, Database Management, Interactive Data Visualization, Object Oriented Programming (OOP), Data Storage, Data Processing, Web Scraping, Geospatial Mapping, Python Programming, Data Collection, Display Devices

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Develop Silverlight Apps with UI & Data Integration

    Skills you'll gain: User Interface (UI), Application Development, Application Deployment, UI Components, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Program Development, Interactive Design, Development Environment, Software Development Life Cycle, Software Testing, Context Management, Frontend Integration, Application Frameworks, Application Performance Management, Debugging, Application Security, Event-Driven Programming, Web Services

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Data Structures

    Skills you'll gain: Data Structures, Data Access, Python Programming, Data Management

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Data Storage Technologies, Data Persistence, Data Management, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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

  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Writing Secure Code in ASP.NET: Packt
  • Java EE Essentials: Best Practices for Enterprise Solutions: Board Infinity
  • Confident RPA UiPath Developer - Build 8 Projects: Packt
  • Prescriptive Analytics: O.P. Jindal Global University
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro: Google Cloud
  • Cloud Security Essentials: AWS, Azure, GCP Protection: Packt
  • Facebook Content Creation Essentials: Coursera
  • Python استخدام قواعد البيانات مع: University of Michigan
  • Develop Silverlight Apps with UI & Data Integration: EDUCBA

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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