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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


  • C

    Coursera

    Principal Component Analysis with NumPy

    Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation

    4.6 stars, 298 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (298) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Advanced Electron Integration and Database Connectivity

    Skills you'll gain: Angular, Test Automation, Test Script Development, JavaScript Frameworks, Web Development Tools, Application Development, Application Frameworks, Video Game Development, Test Tools, Frontend Integration, Program Development, Development Environment, React.js, Web Applications, Application Design, Application Deployment, User Interface (UI), Game Design, Verification And Validation, UI Components

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Advanced Statistical Reporting for Political Science

    Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    WordPress Security Testing for Pentesters and Bug Hunters

    Skills you'll gain: WordPress, Security Testing, Penetration Testing, Cyber Security Assessment, Vulnerability Assessments, Vulnerability Scanning, Vulnerability Management, Test Script Development, Application Security, Brute-force attacks, Exploitation techniques, Content Management Systems, Cyber Engineering, Cybersecurity, Web Development Tools, Command-Line Interface, Authentications, Data Ethics, User Accounts

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • J

    John Wiley & Sons

    Foundations of Accounting, Bookkeeping, and Payroll

    Skills you'll gain: Bookkeeping, Ledgers (Accounting), Payroll, Payroll Processing, General Accounting, Payroll Tax, Accounting, Standard Accounting Practices, Payroll Administration, Balancing (Ledger/Billing), General Ledger, Accounting Records, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Accounting Software, Auditing, Financial Statements, Budgeting, Financial Analysis, Business Planning

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Digital Transformation with Google Cloud

    Skills you'll gain: Digital Transformation, Cloud Platforms, Cloud Services, Cloud Computing, Cloud Computing Architecture, Cloud Hosting, Cloud Deployment, Public Cloud, Cloud Infrastructure, Business Transformation, Infrastructure As A Service (IaaS), Google Cloud Platform, Hybrid Cloud Computing, Business Technologies, Network Infrastructure, General Networking, Computer Networking

    4.8 stars, 2.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Getting Started with Go

    Skills you'll gain: Object Oriented Programming (OOP), C (Programming Language), Python Programming, Data Import/Export, Memory Management, File I/O, Computational Logic, Network Protocols, Package and Software Management

    4.6 stars, 2.5K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (2.5K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Data Analysis and Visualization with Python

    Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Scientific Visualization, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Data Analysis, Machine Learning

    4.3 stars, 122 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (122) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Sports Performance Analytics

    Skills you'll gain: Logistic Regression, Forecasting, Statistical Methods, Exercise Science, Regression Analysis, Plot (Graphics), Data Cleansing, Scikit Learn (Machine Learning Library), Supervised Learning, Data Processing, Statistical Hypothesis Testing, Correlation Analysis, Predictive Analytics, Applied Machine Learning, Injury Prevention, Athletic Training, Analytics, People Analytics, Data Analysis, Python Programming

    4.5 stars, 284 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (284) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Paradigms and Practices in Cross-Cultural Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Cambridge

    Introduction to Cognitive Psychology and Neuropsychology

    Skills you'll gain: Sensory Systems Analysis, Human Learning, Psychology, Magnetic Resonance Imaging, Medical Imaging, Neurology, Research Methodologies, Research, Human Development, Learning Theory, Research Design, Electrophysiology, Physiology

    4.6 stars, 110 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (110) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • Principal Component Analysis with NumPy: Coursera
  • Advanced Electron Integration and Database Connectivity: Packt
  • Advanced Statistical Reporting for Political Science: Sage Publications
  • WordPress Security Testing for Pentesters and Bug Hunters: Packt
  • Foundations of Accounting, Bookkeeping, and Payroll: John Wiley & Sons
  • Digital Transformation with Google Cloud: Google Cloud
  • Getting Started with Go: University of California, Irvine
  • Statistical Analysis in Psychological Research: Sage Publications
  • Data Analysis and Visualization with Python: Microsoft
  • Sports Performance Analytics: University of Michigan

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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