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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


  • U

    Universidad Austral

    Enseñar, aprender y evaluar en Escuelas Rurales

    Skills you'll gain: Teaching, Educational Materials, Differentiated Instruction, Diversity Awareness, Education and Training, Instructional and Curriculum Design, Curriculum Planning, Pedagogy, Cultural Diversity, Curriculum Development, Lesson Planning, Program Evaluation, K-12 pedagogy, Instructional Strategies

    4.9 stars, 237 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDHEC Business School

    Introduction to EdTech

    Skills you'll gain: Digital pedagogy, Education Software and Technology, AI Personalization, Responsible AI, Emerging Technologies, New Business Development, Innovation, Digital Transformation, AI literacy, New Product Development, Business Modeling, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Investments, Strategic Decision-Making

    4.6 stars, 89 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (89) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universidad de los Andes

    Diseño de instrucción por enfoque de Grandes Ideas

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Learning Management Systems, digital literacy, Solution Design, User Centered Design, Requirements Analysis, Requirements Elicitation, Quality Assurance, Virtual Environment

    4.5 stars, 165 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (165) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Global Trade and Macroeconomic Analysis

    Skills you'll gain: International Finance, Financial Policy, Economics, International Relations, Financial Trading, Financial Systems, Economics, Policy, and Social Studies, Business Economics, Economic Development, Finance, Fiscal Management, Banking, Financial Analysis, Supply And Demand, Investments

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • H

    HRCI

    HRCI Professional in Human Resources

    Skills you'll gain: Succession Planning, Human Resources, Compensation Analysis, Training and Development, Adult Learning Principles, Performance Improvement, Quality Improvement, Human Resource Strategy, Employee Retention, Workforce Planning, Workforce Development, Governance, Employee Coaching, Workplace inclusivity, Labor Compliance, Employee Relations, Human Resources Management and Planning, Labor Relations, Human Resource Policies, Labor Law

    5 stars, 10 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 5 (10) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mask Detector with Python & TensorFlow: Build & Deploy

    Skills you'll gain: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Computer Vision, Model Training, Data Preprocessing, Python Programming, Interactive Design

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Unreal Engine Blueprints-Foundations and Practical Mechanics

    Skills you'll gain: Animation and Game Design

    4.6 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Agile & Scrum: Analyze, Apply & Deliver Excellence

    Skills you'll gain: Agile Product Development, Continuous Improvement Process, Project Estimation, Collaborative Software, Lean Methodologies

    5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (11) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Présentation de l'IA générative

    Skills you'll gain: Generative AI, AI literacy, Machine Learning Methods, Machine Learning

    4.4 stars, 37 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (37) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9 stars, 53 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Box Office Data with Seaborn and Python

    Skills you'll gain: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Computing Platforms

    4.5 stars, 182 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (182) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Introduction to Javascript: The Basics

    Skills you'll gain: Javascript, Back-End Web Development, Server Side, Front-End Web Development, Hypertext Markup Language (HTML), Scripting, Event-Driven Programming, JavaScript Frameworks, Web Applications, Mobile Development, HTML and CSS, Web Development, Scripting Languages, Event Monitoring, Code Reusability

    4.3 stars, 291 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (291) · Beginner · Guided Project · Less Than 2 Hours

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

  • Enseñar, aprender y evaluar en Escuelas Rurales: Universidad Austral
  • Introduction to EdTech: EDHEC Business School
  • Diseño de instrucción por enfoque de Grandes Ideas: Universidad de los Andes
  • Global Trade and Macroeconomic Analysis: EDUCBA
  • HRCI Professional in Human Resources: HRCI
  • Mask Detector with Python & TensorFlow: Build & Deploy: EDUCBA
  • Unreal Engine Blueprints-Foundations and Practical Mechanics: EDUCBA
  • Master Agile & Scrum: Analyze, Apply & Deliver Excellence: EDUCBA
  • Présentation de l'IA générative: Google Cloud
  • Predictive Analytics for Business with H2O in R: Coursera

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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