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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


  • M

    Meta

    Introduction to Data Management

    Skills you'll gain: Data Management, Data Presentation, Data Storytelling, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Storage Technologies, Data Security, Exploratory Data Analysis, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Applied Machine Learning, Machine Learning Methods, Machine Learning

    4.8 stars, 131 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (131) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Vector Database Fundamentals

    Skills you'll gain: Vector Databases, Hugging Face, MongoDB, Embeddings, NoSQL, AI Personalization, Artificial Intelligence, PostgreSQL, Data Store, Relational Databases, Database Management Systems, Generative AI, SQL, Databases, Database Systems, LLM Application, Query Languages, Natural Language Processing, Machine Learning, Data Science

    4.5 stars, 77 reviews, Intermediate, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Regression & Forecasting for Data Scientists using Python

    Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Data Transformation

    4.5 stars, 43 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (43) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Python Sequences and Strings

    4.8 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    Lund University

    Artificial Intelligence: Ethics & Societal Challenges

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI literacy, Social Impact, Algorithms, Ethical Standards And Conduct, Information Privacy, Political Sciences, Electronic Media, Robotics

    4.7 stars, 373 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Free
    Free
  • 2

    28DIGITAL

    Cybersecurity Awareness and Innovation

    Skills you'll gain: Computer Security Awareness Training, Threat Management, Cyber Risk, User Accounts

    4.6 stars, 779 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (779) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Introducción al Aprendizaje Universitario

    Skills you'll gain: Learning Strategies, Human Learning, Cooperation, Higher Education, Self-Awareness, Personal Development, Collaboration, Student Support and Services, Biology, Motivational Skills, Self-Motivation, Needs Assessment, Resourcefulness

    4.5 stars, 589 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (589) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Scaling with Google Cloud Operations

    Skills you'll gain: Cloud Management, Site Reliability Engineering, Service Level, Service Level Agreement, Google Cloud Platform, Operational Excellence, Public Cloud, Cloud Computing, Cloud Platforms, System Monitoring, Operational Efficiency, Operating Cost, DevOps, Scalability, Service Management, Distributed Computing, Cost Control, Cost Containment, Expense Management, Operating Expense

    4.8 stars, 826 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (826) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Maya 3D: Architecture & Photorealistic Interiors

    Skills you'll gain: 3D Modeling, Autodesk Maya, 3D Assets, SketchUp (3D Modeling Software), Autodesk, Computer Graphic Techniques, Visualization (Computer Graphics), Architectural Drawing, Computer Graphics, Architecture and Construction, Image Quality, Design Software, Functional Design, Design, Simulations, Design Elements And Principles

    4.9 stars, 90 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (90) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis

    4 stars, 111 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (111) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Model Optimization, Python Programming, Model Training, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    4.5 stars, 174 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • E

    EDUCBA

    XML Foundations and Styling for Modern Web Developers

    Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Verification And Validation, Data Structures, Front-End Web Development

    4.5 stars, 82 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (82) · Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Data Management: Meta
  • Vector Database Fundamentals: IBM
  • Regression & Forecasting for Data Scientists using Python: EDUCBA
  • Mastering Python Sequences and Strings: EDUCBA
  • Artificial Intelligence: Ethics & Societal Challenges: Lund University
  • Cybersecurity Awareness and Innovation: 28DIGITAL
  • Introducción al Aprendizaje Universitario: Pontificia Universidad Católica de Chile
  • Scaling with Google Cloud Operations: Google Cloud
  • Maya 3D: Architecture & Photorealistic Interiors: EDUCBA
  • Programming for Python Data Science: Principles to Practice: Duke University

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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