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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: New
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    Coursera

    Clean, Analyze, and Visualize Your Data

    Skills you'll gain: Data Preprocessing, Data Visualization, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    AI Applications in Marketing and Finance

    Skills you'll gain: AI Personalization, Fraud detection, Big Data, Credit Risk, Risk Management, Digital Transformation, Customer Insights, Machine Learning, Marketing Analytics, AI Enablement, Data-Driven Decision-Making, Applied Machine Learning, Financial Data, Customer experience improvement, Artificial Intelligence, Analytics, Retail Banking, Data Science, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    481 reviews

    Mixed · Course · 1 - 4 Weeks

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    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 1 - 3 Months

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    Politecnico di Milano

    Gender-based violence: how to become an active bystander

    Skills you'll gain: De-escalation Techniques, Diversity Training, Diversity Equity and Inclusion Initiatives, Crisis Intervention, Cultural Sensitivity, digital literacy

    Beginner · Course · 1 - 3 Months

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    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: OpenAI API

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AI Systems Reliability & Security

    Skills you'll gain: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Investigation, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Agile Project Coordination

    Skills you'll gain: Project Schedules, Workflow Management, Sprint Planning, Agile Project Management, Scrum (Software Development), Project Management, Project Planning, Strategic Communication, Project Documentation, Communication Strategies, Agile Methodology, Stakeholder Communications, Process Improvement, Team Management, Risk Management, Change Management, Performance Management, Resource Management, Cross-Functional Collaboration, Data-Driven Decision-Making

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apply C++ Graphics to Build a Complete Scenery Project

    Skills you'll gain: Graphic and Visual Design, Application Design, Program Development, Real Time Data, Programming Principles

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Speed Up Data Analysis and Presentation Building

    Skills you'll gain: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression

    4.8
    Rating, 4.8 out of 5 stars
    ·
    788 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
applied unsupervised learning in python
advanced ml algorithms & unsupervised learning
supervised learning
trees, svm and unsupervised learning
unsupervised machine learning
supervised machine learning: regression
unsupervised learning and its applications in marketing
1…104105106…543

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

  • Clean, Analyze, and Visualize Your Data: Coursera
  • AI Applications in Marketing and Finance: University of Pennsylvania
  • Forecasting for Marketers: Mastering Google Analytics: Board Infinity
  • Autonomous AI Agent Systems and Orchestration: Edureka
  • Gender-based violence: how to become an active bystander: Politecnico di Milano
  • How to Use ChatGPT and Generative AI to Help Create Content: Packt
  • AI Systems Reliability & Security: Coursera
  • Agile Project Coordination: Coursera
  • Secure Mobile AI Models Against Attacks: Coursera
  • Apply C++ Graphics to Build a Complete Scenery Project: 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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