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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


  • C

    Coursera

    OpenCL Programming

    Skills you'll gain: Memory Management, C and C++, Scalability, Performance Tuning, C++ (Programming Language), Microarchitecture, Computer Architecture, Cross Platform Development, Hardware Architecture, Computing Platforms, C (Programming Language), Program Development

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Classify Images with TensorFlow Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Model Training, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Advanced Quality and Capstone Project

    Skills you'll gain: Quality Assurance, Software Quality Assurance, Test Tools, Test Planning, Test Case, Software Quality (SQA/SQC), Test Automation, Continuous Integration, Code Coverage, DevOps, Software Testing, Agile Methodology, Risk Management, Automation

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Premiere Pro Pt. 3 — Audio, Color & Exporting

    Skills you'll gain: Post-Production, Adobe Premiere, Video Editing, Media Production, Color Matching, Music, Visual Storytelling, Editing

    ★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    MuleSoft for Salesforce Developers

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Test Automation, Postman API Platform, Data Mapping, Application Deployment, Test Tools, Scripting, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, API Testing, Simple Object Access Protocol (SOAP), Architectural Design, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - Français

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Digital Transformation, Data Ethics, Responsible AI, Business Transformation, Artificial Intelligence, Data Quality, Model Training, Business Intelligence, Analytics, Machine Learning, AI literacy, Applied Machine Learning, Machine Learning Methods, Cloud Solutions, Model Deployment, AI Integrations, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Scrum Fundamentals and Industry Planning Techniques

    Skills you'll gain: Sprint Planning, Sprint Retrospectives, Agile Methodology, Backlogs, Agile Project Management, Estimation, Capacity Planning, Project Estimation, Coordinating, Meeting Facilitation, Dependency Analysis, Goal Setting, Capacity Management, Cross-Functional Team Leadership, Collaboration, Stakeholder Management, Team Building, Risk Mitigation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Financial Controllers: Boosting Budget Accuracy

    Skills you'll gain: Financial Data, Financial Forecasting, Management Reporting, Dashboard, Dashboard Creation, Budgeting, Predictive Modeling, Advanced Analytics, Forecasting, Power BI, Data Synthesis, Decision Intelligence, Generative AI, Tableau Software, Applied Machine Learning, Business Process Automation, Artificial Intelligence, Financial Analysis, Automation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Deploying & Scaling Spring Boot Applications on AWS

    Skills you'll gain: CI/CD, Jenkins, Docker (Software), Continuous Integration, Containerization, Cloud-Native Computing, Scalability, Application Deployment, Cloud Deployment, Continuous Deployment, Spring Framework, Spring Boot, DevOps, Prometheus (Software), Amazon CloudWatch, AWS Identity and Access Management (IAM), Identity and Access Management, Load Balancing, OAuth, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Copilot Power Apps for Beginners: Create an Expense Tracker

    Skills you'll gain: Microsoft Copilot, Microsoft Power Platform, No-Code Development, Application Development, Development Environment, Data Structures, Database Application, User Interface (UI), User Interface (UI) Design, Generative AI

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    OpenAI: Consistent Response Strategies

    Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, Token Optimization, Fine-tuning, Generative AI, AI literacy

    ★ 4.8 (14) · Intermediate · Course · 1 - 4 Weeks

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

  • OpenCL Programming: Coursera
  • Classify Images with TensorFlow Convolutional Neural Networks: Google Cloud
  • Advanced Quality and Capstone Project: Board Infinity
  • Premiere Pro Pt. 3 — Audio, Color & Exporting: Skillshare
  • MuleSoft for Salesforce Developers: Packt
  • Innovating with Google Cloud Artificial Intelligence - Français: Google Cloud
  • AWS: Model Training , Optimization & Deployment: Whizlabs
  • Scrum Fundamentals and Industry Planning Techniques: Board Infinity
  • GenAI for Financial Controllers: Boosting Budget Accuracy: Coursera
  • Deploying & Scaling Spring Boot Applications on AWS: Board Infinity

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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