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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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    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Vector Databases, Retrieval-Augmented Generation, Prompt Engineering, Tool Calling, Google Gemini, Agentic Workflows, AI Workflows, Generative AI Agents, Server Side, Node.JS, Scalability, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

    Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Machine Learning Software, Image Analysis, Real Time Data, Mobile Development, User Interface (UI) Design, Model Deployment, User Interface and User Experience (UI/UX) Design, Model Training, Predictive Modeling, UI Components, Computer Vision, Natural Language Processing, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    A Practical Introduction to Test-Driven Development

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Script Development, Test Automation, Test Case, Development Testing, Software Testing, Python Programming, Requirements Analysis

    3.8
    Rating, 3.8 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Generative AI for Data Visualization and Data Storytelling

    Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Data Presentation, LLM Application, Data Wrangling, Large Language Modeling

    4.1
    Rating, 4.1 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Google Cloud でデータレイクとデータ ウェアハウスを構築する

    Skills you'll gain: Data Lakes, Cloud Engineering, Google Cloud Platform, Data Warehousing, Data Governance, Data Management, Metadata Management, Advanced Analytics, Data Architecture, Cloud Storage, Data Pipelines, Data Storage, Analytics, Big Data, Applied Machine Learning, Data Security

    4.3
    Rating, 4.3 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Chatbots for Beginners: A Complete Guide to Build Chatbots

    Skills you'll gain: Deep Learning, Generative AI, Tensorflow, Amazon Web Services, Keras (Neural Network Library), Artificial Intelligence, Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Model Training, Cloud-Based Integration, Cloud Deployment, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Business & Data Analytics for Smarter Decisions

    Skills you'll gain: Analytical Skills, Data Literacy

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Master Agentic AI: Core Principles & Real-World PC

    Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, Interactive Data Visualization, AI Orchestration, AI Security, A/B Testing, Generative AI Agents, Threat Management, Model Optimization, Open Web Application Security Project (OWASP), Technical Communication, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    Intermediate · Professional Certificate · 3 - 6 Months

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    Rutgers the State University of New Jersey

    Procurement Organizations

    Skills you'll gain: Procurement, Key Performance Indicators (KPIs), Supply Management, Organizational Structure, Supplier Relationship Management, Supplier Management, Talent Management, Performance Metric, Organizational Effectiveness, Performance Measurement, Talent Pipelining, Talent Acquisition, Talent Sourcing, Procedure Development, Human Resource Policies, Cross-Functional Collaboration, Recruitment Strategies, Employee Retention

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Apply Generative AI Integration and Deployment Strategies

    Skills you'll gain: Generative Model Architectures, AI Product Strategy, AI Integrations, Risking, Decision Intelligence

    Beginner · Course · 1 - 4 Weeks

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    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 3

    Skills you'll gain: Classical Music, Instrumental Music, Music Theory, Music, Musical Composition, Music Performance, Music History

    4.9
    Rating, 4.9 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Fundamentals of Business Management

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Balance Sheet, Sales Process, Business Management, Logistics Management, Marketing, Advertising, Marketing Strategies, Process Design, Business Economics, Lean Methodologies

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Full Stack Agentic AI: LearnKartS
  • Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI: EDUCBA
  • A Practical Introduction to Test-Driven Development: LearnQuest
  • Generative AI for Data Visualization and Data Storytelling: Coursera
  • Google Cloud でデータレイクとデータ ウェアハウスを構築する: Google Cloud
  • Chatbots for Beginners: A Complete Guide to Build Chatbots: Packt
  • Apply Business & Data Analytics for Smarter Decisions: EDUCBA
  • Master Agentic AI: Core Principles & Real-World PC: Coursera
  • Procurement Organizations: Rutgers the State University of New Jersey
  • Apply Generative AI Integration and Deployment Strategies: 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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