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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
    Free Trial
    M

    Microsoft

    Turning Ideas into Sustainable Results

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • H

    Heriot-Watt University

    MSc Computer Science

    Skills you'll gain: Database Systems, Database Management, Database Software, Artificial Intelligence, Graph Theory, Software Engineering, Database Development, Java Programming, Requirements Analysis, Artificial Intelligence and Machine Learning (AI/ML), NoSQL, Computational Logic, Software Design, Java, Software Development, Software Design Documents, Data Structures, Algorithms, Computer Science, Software Technical Review

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Financial Statement Analysis, Data Storytelling, Predictive Modeling, Financial Modeling, Data Presentation, Financial Statements, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Marketing Management, Seaborn, Transfer Learning, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Google Cloud IAM et mise en réseau pour les utilisateurs professionnels d'Azure

    Skills you'll gain: Identity and Access Management, Virtual Private Networks (VPN), Google Cloud Platform, Microsoft Azure, Cloud Infrastructure, Cloud Management, Azure Active Directory, User Provisioning, Firewall, Virtual Networking, Network Architecture, User Accounts, General Networking, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Applied Fundamentals: Guess the Number

    Skills you'll gain: Python Programming, Program Development, Game Design, Code Reusability, Computer Programming, Programming Principles, Functional Design, Development Environment, Computational Logic, Building Codes

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Plan Strategic GTM Approaches

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Data Analytics Engineering Graduate Certificate

    Skills you'll gain: Data Storytelling, Text Mining, Database Design, Data Governance, Interactive Data Visualization, Data Presentation, Plotly, Classification Algorithms, Data Visualization, Database Theory, Database Systems, Exploratory Data Analysis, Data Mining, Database Management, Statistical Visualization, Data Visualization Software, Matplotlib, Time Series Analysis and Forecasting, Data Wrangling, Correlation Analysis

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:Cloud GPU

    Skills you'll gain: AI literacy, Hardware Architecture, Computer Hardware, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Google Cloud Platform, Model Deployment, Cloud Deployment, Model Training, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure: ストレージ オプション

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Model Deployment, Data Storage, Model Training, AI Workflows, Performance Tuning, Data Storage Technologies, Data Preprocessing, Data Processing, MLOps (Machine Learning Operations), Data Pipelines, Data Management, File Systems

    Intermediate · Course · 1 - 3 Months

  • I

    IIT Roorkee

    Executive MBA

    Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Business Process Management, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management, Database Management Systems, Probability, Economics, SQL, Plot (Graphics), Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, International Finance

    Postgraduate Diploma · 6 - 12 Months

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

  • Turning Ideas into Sustainable Results: Microsoft
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • MSc Computer Science: Heriot-Watt University
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Google Cloud IAM et mise en réseau pour les utilisateurs professionnels d'Azure: Google Cloud
  • Applied Fundamentals: Guess the Number: Packt
  • Plan Strategic GTM Approaches: Coursera
  • Data Analytics Engineering Graduate Certificate: Northeastern University
  • AI 基礎架構:Cloud GPU: Google Cloud
  • AI Infrastructure: ストレージ オプション: Google Cloud

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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