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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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    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    AI Marketing Mastery

    Skills you'll gain: Google Gemini, Marketing Automation, ChatGPT, Marketing, Generative AI, Content Marketing, Business Marketing, Content Creation, Digital Content, Prompt Engineering, Branding, Social Media, Google Ads, Search Engine Optimization, Digital Assets, Digital Advertising, Productivity, Facebook, Sales Pipelines, Web Development

    Beginner · Specialization · 3 - 6 Months

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    Council on Foreign Relations

    Global Affairs Explained

    Skills you'll gain: International Relations, Diplomacy, World History, Political Sciences, International Finance, Public Policies, Policy Development, Policy Analysis, Public Health, Economic Development, Governance, Social Sciences, Immigration Law, Socioeconomics, Culture, Policty Analysis, Research, and Development, Economics, Negotiation, Decision Making, Strategic Thinking

    Beginner · Specialization · 3 - 6 Months

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    University of Pennsylvania

    Introduction to Spreadsheets and Models

    Skills you'll gain: Spreadsheet Software, Financial Modeling, Regression Analysis, Excel Formulas, Business Modeling, Simulation and Simulation Software, Operations Research, Microsoft Excel, Google Sheets, Probability Distribution, Analysis, Forecasting, Predictive Analytics, Risk Analysis, Statistical Methods, Data Analysis Software, Process Optimization, Decision Tree Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    3.9K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Hybrid Cloud Computing, Cloud Infrastructure, Cloud Storage, Performance Tuning, Amazon S3, Security Controls, Cloud Security, Virtual Networking, Multi-Cloud, Load Balancing, Disaster Recovery, Business Continuity, Relational Databases, IBM Cloud, Virtual Private Networks (VPN), Network Monitoring, Database Management, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Microsoft Fabric: Implement and Manage Analytics Solutions

    Skills you'll gain: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Angular Fundamentals and Core Concepts

    Skills you'll gain: Angular, Command-Line Interface

    Beginner · Course · 3 - 6 Months

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    Multiple educators

    Building Trustworthy AI

    Beginner · Specialization

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    LearnKartS

    Cloud Data & Application Security

    Skills you'll gain: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Cloud API, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), OAuth, Cloud Storage, Application Programming Interface (API), Threat Modeling, Data Encryption Standard

    Beginner · Course · 1 - 4 Weeks

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    Scrimba

    Introduction to OpenAI Codex

    Skills you'll gain: OpenAI, Code Review, Integrated Development Environments, Tool Calling, Cloud Development, Prompt Engineering, Computer Programming Tools, AI Workflows, Development Environment, Context Management, Command-Line Interface, Generative AI, Software Technical Review, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

Searches related to unsupervised learning

supervised learning
unsupervised learning, recommenders, reinforcement learning
supervised machine learning
unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
unsupervised algorithms in machine learning
1…108109110…543

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

  • Benchmark & Optimize LLM App Performance: Coursera
  • AI Marketing Mastery: LearnKartS
  • Global Affairs Explained: Council on Foreign Relations
  • Introduction to Spreadsheets and Models: University of Pennsylvania
  • Deploy Resilient AI Microservices with LangChain: Coursera
  • Hybrid Cloud: Networking, Storage and Data Management: IBM
  • Microsoft Fabric: Implement and Manage Analytics Solutions: Whizlabs
  • Agentic AI Content for Practitioners (Teams: Data): Coursera
  • Angular Fundamentals and Core Concepts: Packt
  • Building Trustworthy AI: 

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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