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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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    Coursera

    GenAI for Sales Ops: Automating Workflow Efficiency

    Skills you'll gain: Sales Operations, Generative AI Agents, HubSpot CRM, Customer Relationship Management (CRM) Software, Salesforce, Sales Process, Business Workflow Analysis, Business Process Automation, Customer Relationship Management, Lead Generation, General Sales Practices, Workflow Management, Agentic Workflows, Process Analysis, Sales, Automation, Data Entry, Agentic systems, Systems Integration, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Board Infinity

    Prepare for CFA Level 1: Portfolio Management and Strategy

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Asset Management, Risk Management, Risk Management Framework, Investments, Governance Risk Management and Compliance, Financial Market, Risk Mitigation, Behavioral Economics, Finance, Risk Analysis, General Finance, Performance Measurement, Capital Markets, Performance Analysis, Decision Making

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Measure ML Impact & Business Value

    Skills you'll gain: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Storytelling, Dashboard Creation, Dashboard, Performance Measurement, Performance Metric, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Estimation, Product Management, Sampling (Statistics), Business, Stakeholder Communications, Power Electronics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    New York University

    MOST from a Methodological Perspective

    Skills you'll gain: Clinical Trials, Experimentation, Environment and Resource Management, Sample Size Determination, Research Design, Continuous Quality Improvement (CQI), Program Evaluation, Social Impact, Science and Research, Clinical Research, Statistical Methods, Research Methodologies, Statistical Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Patient Outcomes: Communicate with Clarity

    Skills you'll gain: Patient Communication, Team Collaboration, Collaboration, Communication Strategies, Communication, Patient Education and Support, AI literacy, Empathy

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    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, System Monitoring, Encryption, Threat Management, Security Management, Threat Detection, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Master C# and SQL by Building Applications

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, Database Application, C# (Programming Language), Application Development, Integration Testing, Development Environment, Microsoft Development Tools, Development Testing, Object-Relational Mapping, Microsoft Visual Studio, User Interface (UI), User Interface (UI) Design, Data Access, Email Automation, Document Management, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Microsoft Azure AI Fundamentals AI-900 Exam Guide

    Skills you'll gain: Responsible AI, Applied Machine Learning, Image Analysis, Machine Learning Algorithms, Generative AI, Machine Learning, Computer Vision, Microsoft Azure, Artificial Intelligence, AI literacy, Data Preprocessing, Natural Language Processing, OpenAI, Regression Analysis, Model Training, Data Ethics, Model Deployment, Model Evaluation, Feature Engineering

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Restful API, Authentications, Performance Tuning, Simulations

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Statistical Methods, Performance Metric, Statistical Inference, Probability & Statistics, Statistical Analysis, Test Script Development, Large Language Modeling, Model Evaluation, Model Optimization, Prompt Engineering, Natural Language Processing, Scripting, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    App Deployment, Security & Infrastructure Automation

    Skills you'll gain: Cloud Deployment, Open Web Application Security Project (OWASP), CI/CD, Application Deployment, DevOps, Continuous Integration, Ansible, Docker (Software), Continuous Deployment, Cloud Infrastructure, Infrastructure Security, IT Automation, Infrastructure As A Service (IaaS), Application Security, Containerization, Bash (Scripting Language), Continuous Delivery, Devops Tools, Load Balancing, Web Applications

    Intermediate · Course · 1 - 4 Weeks

1…724725726…784

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

  • GenAI for Sales Ops: Automating Workflow Efficiency: Coursera
  • Prepare for CFA Level 1: Portfolio Management and Strategy: Board Infinity
  • Measure ML Impact & Business Value: Coursera
  • MOST from a Methodological Perspective: New York University
  • Patient Outcomes: Communicate with Clarity: Coursera
  • Teaching AI on the Edge: Arm
  • Secure Mobile AI Models Against Attacks: Coursera
  • Master C# and SQL by Building Applications: Packt
  • Microsoft Azure AI Fundamentals AI-900 Exam Guide: Packt
  • Intermediate Python and Practical Skills: Packt

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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