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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


  • P

    Packt

    Modern JavaScript Tooling, Modules, and Backend Integration

    Skills you'll gain: Full-Stack Web Development, Jest (JavaScript Testing Framework), Application Deployment, Frontend Integration, Web Development Tools, Cloud Deployment, Unit Testing, Data Structures, Server Side, Back-End Web Development, Restful API, Frontend Performance, Application Programming Interface (API), Development Environment, Javascript, Build Tools, Middleware, Front-End Web Development

    Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    Security Administration with Cisco Defense Orchestrator

    Skills you'll gain: General Networking, IT Security Architecture, Network Architecture, TCP/IP, OSI Models, Threat Management, Cybersecurity, Networking Hardware, Information Technology, Network Security, Threat Detection, Network Routers, Infrastructure Security, Security Controls, Cyber Attacks, Network Switches, Diagram Design, Cyber Security Strategy, Firewall, Security Software

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Agentic Workflows, AI Orchestration, AI Enablement, Prompt Patterns, Enterprise Security, AI Integrations, Agentic systems, LLM Application, AI literacy, Artificial Intelligence, Customer experience improvement, Decision Making, Organizational Strategy, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    AI Ecosystem for the Absolute Beginners - Hands-On

    Skills you'll gain: Amazon Bedrock, Prompt Engineering Tools, Generative Model Architectures, Model Evaluation, Machine Learning Methods, Large Language Modeling, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training, AI Integrations

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, Large Language Modeling, Data Validation, Continuous Monitoring, Performance Testing, Data Manipulation, Dimensionality Reduction, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Sales with AI

    Skills you'll gain: Sales Development, AI Enablement, Revenue Forecasting, Artificial Intelligence, Lead Generation, B2B Sales, Sales Presentation, Customer Engagement, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

  • L

    Logical Operations

    Advanced Python: Data Science, Testing, and Distribution

    Skills you'll gain: Data Cleansing, Data Preprocessing, Unit Testing, Package and Software Management, Python Programming, Data Science, Computer Programming, Debugging, Scripting, Software Development, Machine Learning, Database Application, Object Oriented Programming (OOP), Regression Analysis, Programming Principles, Scripting Languages, Databases, Object Oriented Design, Relational Databases, User Interface (UI) Design

    Mixed · Course · 1 - 4 Weeks

  • N

    Niel Asher Education

    Olympic Lifting Fundamentals for Strength and Power

    Skills you'll gain: Lifting Ability, Coaching, Coordination, Exercise Science, Train The Trainer, Athletic Training, Injury Prevention, Mechanics

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Python for Data Science

    Skills you'll gain: Data Science, Statistical Inference, Machine Learning Methods, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistical Methods, Statistics, Regression Analysis, Applied Machine Learning, Apache Hadoop, Big Data, Machine Learning Algorithms, Data Mining, Data Analysis, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Análisis Exploratorio de Datos con Python

    Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Descriptive Statistics, Pandas (Python Package), Data Visualization, Plot (Graphics), Analysis, Histogram, Statistical Analysis, Python Programming, Software Installation

    ★ 4.8 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Amazon Kendra Getting Started

    Skills you'll gain: Document Management, Amazon Web Services, Information Management, Natural Language Processing, Infrastructure Architecture, Artificial Intelligence

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Knowledge of Apple Software, Apple Service Certification, Application Lifecycle Management, Endpoint Security, Knowledge of Apple Hardware, Release Management

    Advanced · Course · 1 - 3 Months

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

  • Modern JavaScript Tooling, Modules, and Backend Integration: Packt
  • Security Administration with Cisco Defense Orchestrator: LearnQuest
  • Generative AI Leader: Google Cloud
  • AI Ecosystem for the Absolute Beginners - Hands-On: Packt
  • Validate LLM Embeddings for Production Use: Coursera
  • Sales with AI: AI CERTs
  • Advanced Python: Data Science, Testing, and Distribution: Logical Operations
  • Olympic Lifting Fundamentals for Strength and Power: Niel Asher Education
  • Mastering Python for Data Science: Packt
  • Análisis Exploratorio de Datos con Python: 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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