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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


  • E

    EDUCBA

    Implement CI/CD Automation with Jenkins, Docker & Kubernetes

    Skills you'll gain: CI/CD, Jenkins, Kubernetes, Docker (Software), Devops Tools, DevOps, Continuous Integration, Containerization, Application Deployment, Continuous Deployment, GitHub, Development Environment, Version Control, System Configuration

    4.9 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Retail Strategy: Analyze, Design & Evaluate

    Skills you'll gain: Retail Management, Retail Store Operations, Business Strategy, Organizational Strategy, Strategic Thinking, Market Analysis, Organizational Structure, Case Studies, Business Strategies, Strategic Planning, Analysis, Organizational Development, Leadership and Management, Capacity Management, Milestones (Project Management), Environment

    5 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SEO Foundations: Analyze, Optimize & Grow

    Skills you'll gain: Search Engine Optimization, Consumer Behaviour, Marketing, Web Analytics and SEO, Marketing Strategies, Digital Advertising, Strategic Marketing, Marketing Strategy and Techniques, Digital Marketing, Marketing Effectiveness, Content Optimization, Customer Insights, Digital Media Strategy, Advertising, Brand Strategy, Customer Relationship Building, Target Market, Market Analysis, Goal Setting

    4.8 stars, 17 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (17) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Modern OpenGL for Real-Time Graphics Programming

    Skills you'll gain: Development Environment, Computer Graphics, Graphics Software, Cross Platform Development, Computer Graphic Techniques, Video Game Development, Computer Programming Tools, Program Development, Build Tools, Software Installation, System Configuration

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Scripting Case Study - To-do List Application

    Skills you'll gain: Application Development, Model View Controller, Software Development Methodologies

    4.8 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Investment Banking Concepts and Valuation Strategies

    Skills you'll gain: Investment Banking, Mergers & Acquisitions, Private Equity, Business Valuation, Financial Analysis, Financial Trading, Financial Market, Entrepreneurial Finance, Banking, Risk Analysis, Capital Markets, Investments, Finance, Equities, Lending and Underwriting, Cash Flow Forecasting, Financial Forecasting, Corporate Finance, Organizational Structure

    4.8 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (19) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud 日本語版

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Data Import/Export, Feature Engineering, Data Lakes, Model Deployment, Real Time Data, Dashboard Creation, Apache Kafka, Tensorflow, Data Governance, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Big Data, Extract, Transform, Load, Unstructured Data

    4.3 stars, 82 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (82) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    4.9 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (14) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    IPOs & FPOs: Apply Valuation Strategies

    Skills you'll gain: Investment Banking, Business Valuation, Equities, Underwriting, Capital Markets, Financial Market, Securities (Finance), Lending and Underwriting, Investments, Financial Analysis, Financial Modeling, Finance, Fundraising, Analysis, Analytical Skills, Mechanics

    4.8 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Corporate Governance in US & UK: Principles & Compliance

    Skills you'll gain: Regulation and Legal Compliance, Legal Risk, Compensation Management

    4.7 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (20) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    National Taiwan University

    用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

    Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Programming Principles, Python Programming, User Interface (UI) Design, Computational Thinking, UI Components, Object Oriented Programming (OOP), Numerical Analysis

    4.9 stars, 163 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (163) · Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Interactive Data Visualization, Azure Synapse Analytics, Database Design, Enterprise Architecture, Business Reporting, Microsoft Azure, Business Intelligence, Enterprise Security, Data Lakes, Data Governance, Solution Architecture, Data Management, Performance Analysis, Analytics, Governance, Regulation and Legal Compliance, Automation

    2.8 stars, 13 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 2.8 (13) · Intermediate · Professional Certificate · 3 - 6 Months

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

  • Implement CI/CD Automation with Jenkins, Docker & Kubernetes: EDUCBA
  • Retail Strategy: Analyze, Design & Evaluate: EDUCBA
  • SEO Foundations: Analyze, Optimize & Grow: EDUCBA
  • Apply Modern OpenGL for Real-Time Graphics Programming: EDUCBA
  • Python Scripting Case Study - To-do List Application: EDUCBA
  • Analyze Investment Banking Concepts and Valuation Strategies: EDUCBA
  • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • IPOs & FPOs: Apply Valuation Strategies: EDUCBA
  • Corporate Governance in US & UK: Principles & Compliance: 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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