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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

    Edureka

    Financial Automation with Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)

    Advanced · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Create and Test a Document AI Processor

    Skills you'll gain: Command-Line Interface, Google Cloud Platform, Test Tools, Cloud API, API Testing, Application Programming Interface (API), Python Programming, Document Management

    ★ 4.7 (6) · Beginner · Project · Less Than 2 Hours

  • U

    University of the Arts London

    Fashion Values: Society

    Skills you'll gain: Social Justice, Design Thinking, Social Impact, Community Organizing, Sustainable Design, Diversity Awareness, Advocacy, Creative Thinking, Social Sciences, Sustainable Development, Design, Systems Thinking, Ideation, Empathy, Corporate Sustainability, Sustainability Standards, Problem Solving, Research, Prototyping, Collaboration

    Beginner · Course · 1 - 4 Weeks

  • D

    Dassault Systèmes

    Practice CATIA Part Design

    Skills you'll gain: Computer Aided Three-Dimensional Interactive Application (CATIA), 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Computational Thinking for K-12 Educators: Conditional Loops and If Statements

    Skills you'll gain: Debugging, Program Development, Programming Principles, Computational Thinking, Computational Logic, Diversity Equity and Inclusion Initiatives, Digital pedagogy, Computer Programming, Event-Driven Programming, Computer Science

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Bases de Datos SQL en Azure

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, SQL, Database Management, Databases, Data Integration, Managed Services, Cloud Services, Cloud Platforms

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

  • B

    Board Infinity

    Ajax Basics

    Skills you'll gain: Ajax, jQuery, JSON, Javascript and jQuery, Extensible Markup Language (XML), Web Applications, Javascript, Event-Driven Programming, Network Protocols

    ★ 3.9 (11) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Grasp Vector DB Basics

    Skills you'll gain: Vector Databases, Embeddings, Semantic Web, Database Theory, Database Design, Databases, Database Management Systems, NoSQL, Decision Making, Relational Databases, Stakeholder Communications, Business Analysis, Stakeholder Management, Persuasive Communication, Communication, System Design and Implementation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Python Interactive Dashboards with Plotly Dash

    Skills you'll gain: Plotly, Dashboard, Dashboard Creation, Interactive Data Visualization, Jupyter, HTML and CSS, UI Components, Hypertext Markup Language (HTML), Plot (Graphics), Data Visualization Software, Real Time Data, Python Programming, Data Structures

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Linux Networking - Basics and Beyond: Unit 1

    Skills you'll gain: OSI Models, TCP/IP, Network Protocols, Systems Analysis, Linux, Dynamic Host Configuration Protocol (DHCP), Virtual Networking, Network Analysis, Linux Administration, Virtual Machines, General Networking, Networking Hardware, Virtualization and Virtual Machines, Network Support, Virtualization, System Configuration, Network Architecture, Computer Networking, Network Model, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Generative Model Architectures, Model Training, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

1…573574575…736

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

  • Financial Automation with Generative AI: Edureka
  • Applied Natural Language Processing in Engineering Part 1: Northeastern University
  • Create and Test a Document AI Processor: Google Cloud
  • Fashion Values: Society: University of the Arts London
  • Practice CATIA Part Design: Dassault Systèmes
  • Computational Thinking for K-12 Educators: Conditional Loops and If Statements: University of California San Diego
  • Bases de Datos SQL en Azure: Coursera
  • Ajax Basics: Board Infinity
  • Grasp Vector DB Basics: Coursera
  • Python Interactive Dashboards with Plotly Dash: Packt

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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